{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "496a0dd9-370d-4be7-a094-b8cef48b5f1c",
   "metadata": {},
   "source": [
    "# 均值滤波\n",
    "## 原理回顾\n",
    "均值滤波器是一种线性滤波器，对于一个$n\\times n$（例如$3\\times3$）的均值滤波器，其滤波器系数都是$$\\frac{1}{n^{2}}$$\n",
    "当它在图像上滑动时，以当前像素为中心的$n\\times n$邻域内的像素灰度值相加后取平均值，作为新的当前像素的灰度值，计算公式为$$g(x,y)=\\frac{1}{n^{2}}\\sum_{i = - \\frac{n - 1}{2}}^{ \\frac{n - 1}{2}}\\sum_{j = - \\frac{n - 1}{2}}^{ \\frac{n - 1}{2}}f(x + i,y + j)$$\n",
    "通过这种方式可以减少图像中的噪声，但也可能导致边缘变得模糊。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "7a3f7eb7-8810-4484-bbd1-a2c5c285b95c",
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "17313343-8c9c-4052-b1de-5f31a70d3cdc",
   "metadata": {},
   "outputs": [],
   "source": [
    "def mean_filter(image, kernel_size):\n",
    "    \"\"\"\n",
    "    对输入图像进行均值滤波\n",
    "    :param image: 输入的图像（以灰度图形式，numpy数组表示）\n",
    "    :param kernel_size: 滤波器的尺寸，例如(3, 3)表示3x3的滤波器\n",
    "    :return: 均值滤波后的图像（numpy数组表示）\n",
    "    \"\"\"\n",
    "    # 获取图像的高度和宽度\n",
    "    height, width = image.shape[:2]\n",
    "    t_filtered_image = [[0 for _ in range(width)] for _ in range(height)]\n",
    "    # 获取滤波器的边长\n",
    "    n = kernel_size[0]\n",
    "    # 计算滤波器系数\n",
    "    coefficient = 1 / (n ** 2)\n",
    "    # 创建一个与原图像同尺寸的全零数组，用于存储滤波后的图像\n",
    "    filtered_image = np.zeros_like(image)\n",
    "    # 计算滤波器滑动时的边界范围\n",
    "    half_n = n // 2\n",
    "    for y in range(half_n, height - half_n):\n",
    "        for x in range(half_n, width - half_n):\n",
    "            sum_value = 0\n",
    "            for i in range(-half_n, half_n + 1):\n",
    "                for j in range(-half_n, half_n + 1):\n",
    "                    sum_value += image[y + i][x + j]\n",
    "            # 根据均值滤波公式计算新的像素值\n",
    "            t_filtered_image[y][x] = coefficient * sum_value\n",
    "    return t_filtered_image"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0c8c589e-b312-417d-9ada-1045f809d2a7",
   "metadata": {},
   "source": [
    "## 代码解释\n",
    "- **`mean_filter`函数**：\n",
    "    - 该函数接受两个参数，`image`是输入的灰度图像，以二维的`numpy`数组形式传入（通过`cv2.imread`以灰度图模式读取图像得到的就是这种格式），`kernel_size`是表示滤波器尺寸的元组，例如`(3, 3)`表示一个\\(3\\times3\\)的均值滤波器。\n",
    "    - 在函数内部，首先通过`image.shape[:2]`获取图像的高度和宽度，接着从`kernel_size`中获取滤波器的边长`n`，并计算出滤波器系数`coefficient`（即\\(\\frac{1}{n^{2}}\\)）。\n",
    "    - 然后创建一个与原图像同尺寸的全零数组`filtered_image`，用于存储滤波后的图像数据。通过`n // 2`计算出滤波器滑动时在图像边界的范围`half_n`。\n",
    "    - 接着使用嵌套的`for`循环来遍历图像中可以进行滤波操作的像素点（避开图像边界不足滤波器尺寸的部分），对于每个像素点，再通过两层嵌套的`for`循环遍历滤波器对应的邻域像素，将邻域内像素灰度值相加得到`sum_value`。\n",
    "    - 根据均值滤波公式，用`coefficient * sum_value`计算得到新的像素值，并将其赋值给`filtered_image`对应位置的像素，完成对该像素的滤波操作。最后将`filtered_image`数组转换为8位无符号整数类型（`astype(np.uint8)`），使其符合图像像素值的常见数据类型要求并返回。"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "84b77270-a179-4679-8203-c1712d52247c",
   "metadata": {},
   "source": [
    "### 示例用法"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "30ca7672-a9ea-4c0e-bbb0-6b494f28c381",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Filtered Image')"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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efPBBfOhDH0KhUEA8fmpKkl760pfiwx/+MF73utfh53/+5zE3N4cPfvCDp1UE4VnPehYOHjyIt73tbQiCAAMDA/j0pz+Ne++9d9O17373u/HSl74UP/zDP4w3velNaDab+MAHPoBsNov5+Xl33VVXXYWf//mfxxve8AY88MADeN7znodMJoPJyUn80z/9E84///yQwupQh05HOv/88/HJT34SH/vYx3DppZciHo/jsssuw2tf+1r88R//MV7ykpfgTW96E5797GcjkUjg6NGj+OIXv4hXvOIVeOUrX9m27Xe/+9249957ceWVV+KXf/mXcdZZZ6Fer+OJJ57AZz/7WfzO7/wOJiYm8NM//dP4zd/8Tfz0T/80fuM3fgOHDh3CZz/7Wfzd3/3d92kWNhO3Td9444141atehSNHjuA973kPxsbG8Mgjj7jrXvziF+Oqq67CzTffjFKphEsvvRT33Xcf/uAP/gAAQnr2Ix/5CJ773OfiB3/wB/GLv/iL2LdvH8rlMh599FF8+tOfxhe+8IXv+zhPJ+oAlNOMfumXfgk/8AM/gA996EO4+eabMTc3h4GBATz3uc/FP/3TP+E5z3nOd9X+nXfeibGxMXz84x/Hb/7mb+Kiiy7Cn/7pn+LFL34x+vr6TskYXvCCF+D3fu/38P73vx8vf/nLsWvXLvzcz/0choeHcf3115+SZ3y3lEgk8OlPfxpvetObcMMNN6C7uxsvfOEL8fnPf95tjSa9+MUvxl/8xV/gHe94B17zmtdgdHQUN954I44fP74pKvS7v/u7uOKKK/C7v/u7+OhHP4pWq4Xx8XFcddVVePazn/39HGKHOvSU6E1vehMefPBB/H//3/+HpaUlBEGAIAjQ1dWFv/7rv8ZHPvIR/OEf/iFuu+02dHd3Y2JiAs9//vNx/vnnb9n22NgYHnjgAbznPe/BBz7wARw9ehS5XA779+/Hi1/8YhdVSafT+MIXvoA3velNeNvb3oZYLIYXvehFuOeee56yg/bd0hve8AZMT0/jd37nd/B7v/d7OHDgAN72trfh6NGj7owXYB2AfPrTn8bNN9+M973vfVhZWcFVV12FP/qjP8IVV1wR0rPnnHMOvvrVr+I973kPfu3Xfg3T09Po6+vDoUOH8JKXvORpGOXpRbEgOIUnZ3VoR9KXv/xlXHXVVfjjP/7jU1Il/0yg1dVVXHTRRdi1axc+97nPPd3d6VCHOnSa0913343/+l//K/75n//5aQNZO406AOUZRvfeey/uu+8+XHrppUilUviP//gPvO9970OhUMDXv/71TZXsHVqn66+/Hj/0Qz+EsbExTE1N4Xd+53fwpS99CZ/73Ofwwhe+8OnuXoc61KHTiP7kT/4Ex44dw/nnn494PI77778fH/jAB3DxxRe7bcgd2po6KZ5nGOXzeXzuc5/DHXfcgXK5jMHBQVx77bW47bbbOuCkDZXLZbzlLW/BzMwMEokELrnkEnz2s5/tgJMOdahDmyiXy+Gee+7BrbfeikqlgrGxMfzMz/wMbr311qe7azuKOhGUDnWoQx3qUIc6dNrR03qS7Ec/+lHs378fyWQSl156Kf7xH//x6exOhzrUoR1AHb3RoQ49M+hpAyif+MQncNNNN+FXf/VX8bWvfQ0/+IM/iGuvvRZPPvnk09WlDnWoQ6c5dfRGhzr0zKGnLcVz+eWX45JLLsHHPvYx99nZZ5+NH/3RH8Vtt932dHSpQx3q0GlOHb3RoQ49c+hpKZJdWVnBV77yFbztbW8Lff6iF70IX/7ylzdd32g0QscJt1otzM/Po1gsbuuI9w51qEOnnoIgQLlcxvj4+Ck75K8dnazeADq6o0MdOt3oZPTG0wJQZmdn0Ww2N708aWRkxPuuhdtuuy10EE6HOtSh04eOHDnifXfUqaaT1RtAR3d0qEOnK21Hbzyt24ytBxMEgderefvb3443v/nN7v+lpSXs2bMHP/VTP4V0Oo14PI5Wq4W1tTUEQYBdu3bhrLPOwu7du7G4uIgHH3wQjz/+OKrVKnp7e9Hb24tMJoPe3l50d3cjFoshFou50xIzmQx6enpQrVaxsrKCZDKJbDaLrq4uNJtNVKtVrK6uhvrNH/Y/Ho+7v9mvtbU1rKysYHV1FbVaDclkEoODgxgcHEQymUSpVMLx48cxMzPj3oXB99k0m02sra2h2Wyi1Wq558fjcXR1daHVaoHZukajgXg8jqGhIZx//vm4+OKLMTo6imKxiEaj4dpIJBJu7h577DF87Wtfw+LiIi688ELs3bsXfX197tp4PI54PI5SqYR/+Zd/wVe+8hUsLy+7uWq1Wuju7kYymUSj0UC1WkW1WgWwvuXu6quvxllnnYVEIoHV1VWsrq5iZWXF8UGz2UQikUAikXD953yvra2h1WohFouhq6srtF780fnu7u5GvV7Hf/7nf+KBBx7AiRMn3Ovm19bWEI/H0d3djXg87uY0Foshn89jYGAAQ0NDKBaLGBgYQLFYRD6fRyaTQSKRQCwWw/LyMr797W/j/vvvx2OPPYYgCJBMJtHT0+Nel85x8VnNZhONRgOrq6tunTivbJf38o3LQRBgdHQUIyMj6O3tRaPRwMLCAhKJBAYHBzEyMoJUKrVJbuiVNBoNx0fkdc4710vnrdVqodVqodlsAoDra09Pjxs/5xBYj2jcdNNNm14S972m7eoNIFp3/Pf//t+RTCYRj8cRBAFarRa6urpQLBaxe/du5HI5VKtVHDt2DFNTU2g0Gujq6kJPTw+SyaTjVc4f3z/V09ODrq4ux1ddXV3u+larhZWVFaysrIR4V3WH/rBflMG1tTWsrq5ibW0NiUQCfX19yOfz6O7uRrVaxfz8PObn51Gr1UJzwvtVlnzE9e/t7cXQ0BD279+PAwcOYGxsDNlsFolEIiRrsVgMlUoFx48fx+OPP45Go4Hh4WHs2bMHhUIBXV1djtebzSZmZ2fx8MMP49FHH8XS0pKTcf5QHhn16urqwvDwMM444wwcPHgQ2WwWQRBgZWXF6VS2T72g88gx8xrtt9XXlFV694cPH8YjjzyC6elpp2t5vXr9XV1d6O3tRTqdRjabdWuSz+eRy+Wcfuzu7kar1UKtVsOTTz6Jb3/72zh27JgbJ+dK14Y6NwgCpzO1IkN5nveurq66NSwUChgYGEAymXRy39XV5fpH/uec8JnKaxxjPB53/KPzoHNJ/tFxJBIJJJNJp39brRaq1Squv/76bemNpwWgDA4Ooqura5PXMz097X3FNkGFpUwm4wSn1Wo5A7C2toaFhQUEQYDFxUXMz89jbW0NPT09jrn44qeenh636Jz0RCKBVCqFeDyOer3uAE0qlUIsFnPGd2VlxQlAEAROEViFoy/OW1lZQb1ed8qrt7cXqVTKPXNgYCAkfCpA/K2f828aj9XVVae8LrjgAlx55ZU4cOCAM06qFLq7uxEEARKJBEZGRrB3716MjIzgWc96FhKJhHt5FcHD6uoqBgYGcMYZZ2BmZsYVJlKQurq6sLq6ikajgXq9jkajgWw2iz179uDAgQPI5/OIx+NOSXPuyfyJRML1i79ptGk0+Syuo84zv4/FYkin09i/fz8mJyexuLiIlZWVEEjhHPf09GB0dBQTExM444wzUCwW0d/f7wAswd/q6qpby5GREdRqNTz44IMhBanXcZxc41gs5pQHeYz8Uq1WQ4aDgCmZTGJ0dBTj4+Po6elBuVxGEATIZDIYHh7G4OCgAz9q0BTscC6TyaRTNJwrKkXyMOeHc93d3Y3e3l4H0NSAtFotB6S+X6mSk9UbQLTuSKVSyGazzgAoqKzX6+jq6kKtVkOz2XR6g2CTbRJY8odrzTXhvalUCr29vQiCwBnfRqOxSbFz/ZWfdW5XV1dRr9exsrKCRCIR0h2UIeoVNar8nH1UZ0b1CIFPsVjEoUOHcM4552BiYgKZTCZkiDgX1KHNZtM9b2BgAIODg5teqgesy2atVkOtVnNgjXqD7dMIAuvH3VM2ldcpO6oj9cWkCkIoV7bfShYY0qCXSiVUKhWUy2W3NlyvRCKBTCaD/v5+J4t9fX3IZrNIp9OOP/g88g51wMzMDKanp90cEBjwetWD1BPsA3nWOq0cZ3d3N7LZrHNienp6UK/XUa/XkUgkHHiyLydUXlxZWQn12wIUew/7z89ok9LpNFKpVMjZpJ7Zjt54WgBKT08PLr30Utx7772hl0vde++9eMUrXrHtdrhIVLRksHq9juPHj2N+fh6rq6toNpvo6+tDOp12C0BGoEJXRKjoMZFIoLu72y0SsBHVIEMwAsBnkRQMERQkEgmsra25Z2tUZXV1Fb29vchms6jVak6JKapWQ0ym4fcEaZlMBvv27cOFF16Iffv2OaVEz40Mzvljmz09PQ7xsm3OM41vIpFw3tXS0hJOnDjhFGZXV5cThHq97ozpwYMH0dfXF1LInAMAIcXK5+kcqvHlZ6pg1eDqfBeLRYyNjeGxxx5DtVoNKUJ6Env27MF5552HM88803l96m0STPHZNE70Cmiw6/W6E/hWq4Wenh5ks1nn4S4sLISu4/yurKxgeXkZ9Xrd8WZ3dzf6+vowODiIoaEh5PN59PT0OE8tmUwinU6HPHUKPeeTipkKhuCE86aAmgaBgFVBVzKZRC6Xc94OFSrn5ftJp0pvAGHAT35hlGt+fh7Ly8tubumscP4UHCsp0AGwCRDyeVH3+QCKGnC2ByCkO8ivXC8aQdUNSir/Gs1j9HhiYgIHDhzA+Pg4MpkMgI1omjUq5DECWI1o2/F2d3c7g14qlTAzM4NGoxHSA/T0E4mEM7J9fX2ON60TqP23a6rfWUBmr9U57+npQaFQQH9/P1KpFMrlckiv9/T0oK+vD2NjY5iYmMD4+Dj6+vrQ29u7yXlSg07Qxqh9s9lEvV4PfRaPx5FMJlEoFJDNZhGLxVAul0PRV+oo6h465ZxjymxfXx9yuZzT6dTfjOixj6pfdY4tLyq/6rzqOqju6OnpQTqdDukqjepuh562FM+b3/xm/NRP/RQuu+wyPOc5z8H/+l//C08++SR+4Rd+YdttaFiMgswJXl1ddd4Ow9P0pGhAAbiF4L0Mp1EREVjQI2UInl6khr0JUBj+1YUDwqFoGpFarYZyuewUJAAHUjSVY70qRdpkdhqqPXv24LLLLsPBgweRTCZRq9UcAyvaZf8IFrLZrBsL0zYUCBVQvtxrdnYWc3NzWF5edkJJ77PVaiGVSmFiYgKHDh1y7XEOqRBtGNunwNlv9t0qG51fJXpgxWIRc3NzrlgyFouhWCzinHPOwbnnnou9e/eiUCi49dOIjc4T161Wq6FSqThwt7q6ikqlgkwmg3Q6jVgshoGBAVxyySU488wzsbq6iq9//et46KGHUCqVXFjXpiY16jEwMIC9e/diYGDArTEBD+eNBsr2T8GcGknrQXP+GIG0SgbYMJCMFhAI+dbo+0GnQm8AG2AWCIf3CfI1ZUknhWtNmVTnRiMRCgwVfBCQqrGnQ6Qg3YbO2Ucb7ajX6+ju7g7pGkY++QzqQwAh4KBE2cpkMhgfH8eBAwewa9eukD6w4ES9Zc4Tx6x9V3mOx+PI5XIYHh7GwsICFhcXsby8HPL+VQcSoLMfGmnaDjBRUkNqo9A+3kin0+jv70ehUMD8/LwD5qlUCsViEXv27MHevXsxNjbmnBCNQKgcsj/kG+pbTd8DcNE2RrOHhoawurqKyclJV1pQrVbdOhJQM5Kv4GZoaCgEmgiOqEt8Olf7r/ypP6pL1NG0QIXzSP6kk0S9v1162gDKa17zGszNzeHd7343Jicncd555+Gzn/0s9u7du+026LXb0B0nlyFLKtZkMukACBDOuesCdHV1hXLOwHo+nwiQdQwM4wVB4MLBzWbTpQaADeaz7cfjcWfYGPLXRebYtNbFjo9MCcClbwqFAs4//3xcdNFFSKfTzsNaXV1FOp12bZMJOZZEIoFcLucYmKTRGT4TAIaHhzExMYHHH38cS0tLbl6azaYLnROgjIyMOAGn8tdoxndj7FSBa2SMwGp4eBi7du3Ck08+iXK5jGw2i7GxMZx77rk499xzMTEx4SI/Gka1oVWuXavVQrlcxvLysguH9/b2OqDQ09OD8fFxXHrppfiBH/gBDAwMOP5bXV3F4uIiZmdnnXAzVaKgbWBgALt27cLevXuRy+VQLpextrbmwvnsm3qTtq+cG1XqqqAUIFHBqVFT+SD/qJenxuT7SadCbwBwdQEagicPUSeorKojwFSX9cytjDMlwYgG5YPyxvSIghjVZ7Zt9c7pfbMtIAzi+WwfiGKbCmB6enowODiIAwcOYN++fejr63M6Kko+NTJC3WJBkILeWGw9JcQoyvT0NBYWFlzKm2Nj9JFGlrVdNiLkA9Tt+qmkc6HfkwcYJSkWiy5KnEwmMTY2hr1792Lv3r0YHh520QFr3Nmu1U8aKWcqTGu9GJ0+ePAgisUiVldXkc/nHXBmFJaOlAJmpm+YcmL0i04PU046bq6/2h6dD/It+V/TVhoMUEca2MgeWBk5GXACPM1FsjfeeCNuvPHGp3y/KmwqD83zMQzNiaUQaeRAw+EUblUEBDZ8Bj0gerOpVMrVEJTLZQAIFQXZtAMFjHlUekEAnJHs7e11Y2FxpEZ0NC1DAEIFcPHFF+PZz362C7UyKqDpJoISej8USDI0546kKHttbc2h8omJCUxMTGBychKVSgWrq6vIZDIuEjA6Oop9+/a59bDemw2HU8htqkfBgXpjUaSgKpfL4YwzzsAjjzyClZUV7N69G1dccYWrNwmCwCl6VSwEAPp8fs/12LNnD4aHh92cnjhxAgBw4MABXHDBBejv73djPHToEGKxGBqNBv7t3/4Nc3NzDpxwDTlnu3fvxoEDB5BOp92YlpeXUalUkM1mQ6Hirq6uUOGlhu+1OJd8xnoINdAsaqaiosGjbDUaDVdboYpSwfP3k75bvQHApcwoR+Rx8hhlgLxMR0eBoc39Ww9Ta730GSyoZm0AHR9go+hS5dWCbgU+BPxsn/cw/WgdMI2Gkufi8Tjy+Tx2796NPXv2YGBgwDkxWxHb7O3tDUVn7TUqt5lMBsViEcViEdPT0w6Aaxq8r68PfX197v1gNpIJYNPfW4GOk3GEmK7q6+tDf38/AKBYLOLgwYPYu3cvisWi65vWDOpaWDClxp736zrG4+sbG1gLmEqlXNsrKyuo1WqoVquo1Wqo1+sutUOdTFA3ODjoNnVQTqmDKducF/bNRqU1QgLArQv1hkZxVQa0VksdGZs63y7t6JcFaoGYVTBWCLVQjKRGRydPvft6vY5qtRqq2mdkhf+vrKygWq269IbmCvkcPiMIAlfcpikFCjeZjvlkywRUCBqqrFQqSCaTOOuss3DhhRcin88jCIJN0QoWcAKbvQ9t1zIshUvvZRpi3759eOSRR7C0tBQKWbPAUwvsLFJnW+08NA0l25+oEK2GICmUo6OjSCaTuPDCC7F//37k83m3JvRsbERAFYz2vdVqOW+KO2rW1tYwNzeHlZUVZLNZJJNJVKtVNx/d3d3Yu3cvLr30UkxPT2N+fh6lUskBQd5HDy2dTrsUYKVScRE9piYZzaBSV17TEC75iwoQ2Ai96tiVB5kS5TNonClL7XaC7BRKJpMu5UveZF0Q1xpAiDc4B5Ysn+pvKmzKoK4bgFANmhoHrSki8XM6YbZ2SwGKAhkL+Kkv+ZNOpzE+Po79+/djeHjYgZOoCJmVVxokGh6fPOu8dHd3o1AoYHh4GFNTU1hcXHRgj2CHu2HoyGn0ZDt6wOoY+xnnKYqovxmRyOfzzuEqFouuwN/yS7uojur/kZERxxdM1wVBgGw2i0KhgFgs5mSdkeh6ve42fSwtLTlwCwDZbBYDAwMYHh5GLpdz+p9ARnnA6gv2TcE6sLGZgNF5ZgZ8vAkgZBe1blODAQT926UdDVDoCaoBJRP4Uj8EE7oFkIqaHiivAzaUB69nkRFDjgQlLKijoDKcxroLEouDVPlTSdCjIzGnqd6HLc4lsQj40ksvxcGDB52iJSNo0VaUl8HrNFSp9/C3Ap2enh7s2rULBw8exMLCgosKtFotJ9hqBIjircJg2770hF5HhakC5iO2zzlIJpM4cOAAAOCMM87A0NCQ80p4jQqNDYXr/LFfTO9ls9mQF0ojwuiIhm+z2SwOHDiAs88+G4cPH8aJEydCoDafz7sdC8w5s16K+WXlG61lYIrQAlAtPNS5o4xwXeipMWpH8E/DrAqmVqu5udupRPlU3aFRBhsNARAywBrVo7xpBMvKH+ed8lOr1RCPx0NGRut9tIhRwYIvVUNHSQsy2RdNDwEbKWe2S0djz549DsTrNT7yRUh8UU6S/s/5Yi3H8PAwZmdnXRSRhbqFQmFT9MTqDvu7HTiw16lO811LniB4A9YjKCzYVdDULjqjoJP2AdgAdYxoZTIZBEHgnAFGaYGNYvXR0VHs3bsXJ06cwNzcnAOpyWQS+Xweg4ODrpidR2FQNyn/KSBXPufY1SlVgMJoK/tE4EG+Y7qRaS+2yblipOhk9MaOBiiaNlHlwMWg0eeiB0HgCo2YU9etrpx8ggM1AFo3QmVE1Kvb4nRLcnd3dwjgkOFoMHgfd4Zwd4fd4kUFoGkhMk+rtV6MeuDAAXfOCJlSDRmAEIr2CZSGZ60gAwi1y+Kovr4+nHnmmXjyyScxOzuL1dVV9PT0YHh4GMViMeSVsl2une2L/q2pHlXK9norWOy/GplcLod9+/a5rYFa0Kz9IR+Q7HN0exzbZnSCz+UckjfUwJdKJSQSCZx33nk4duwYjh07hlqthlgshlwuh71797rTFW3lPlNwLBjkdwS3qgw0MqJ8RvnQdBDXVedBeY/GkfPFbfK6c2AnkjonwOYwtxb2ARuRFCpY8gP1BEmjEyRfBJERLX5Gz1PTb7bOSKMeGk3VvmokTJ00PkvvB9Z11sjICMbHx1EoFDaBcUtbRS2jokxsU3V0X18fRkdHMT09jUqlgmq16nbQcOeaOjG+9rSv7YAH58QHnlTHKXV1dbmUKlM+nGN1VqL6puBEga+dKwsmra7k90zDTU5OYmpqCqVSyek31p0kk8mQY02ng7yl+pg6VqMomknQuh+NoGq03ceP6kBqxJXyczKp4R0NUOxBU4p8uSiKGm2ejIpYw3RcMP5PZUWPRrcEs6KaQIdhYzK0ev5UagQ2LKrl9ey/hldjsfV8Nb1fekrclcN2+/v7ccYZZ2BwcBAANhXXthNCJSvUej2NLOcUgANHY2Nj2LdvH6anp91heDzgTKNEPsWxlefDedwqHBulmKhYtHCZ4IHKgAJlw5y2eBqAi5ABcPUdvFYr+TlnPT09bv2Ybtq1axfOOeccfPWrX8X09DQAYPfu3TjzzDMxOjq6adugeslWkamSUYVBMKGgW8OuWmdl65o4p2xLi8MV3O1kgKLjB8K7b6zRBzaK0DU0rvUcQNhI6zVaMK9erX7P1Iae1cR+6d+cfzU8XH/yHxDeQcF79YfRk3w+j5GREQwMDIS2yVtZ3I7+0P7afrMN/k/dNjQ0hLGxMSwtLbnUaS6XCxWf+hwJHZN9vgUGNnXh67O2q4CCOl2Nsv3xgSH9zkbyeY1PL6oOYl8omyxknpiYwGOPPYaZmRkAwNDQECYmJtwaMjVkC+J9dtIn88qnwEYtmrW32keNmOjcaFv6s13a0QDFhllpDJUhuBCcLK2Wt7l1y6DqSbIITENfVE7xeNxFa1QZ8bdGYbTAjkLKQ5zYBwVSAEKKQ3PPBDS7du3C/v37Q8XC2jcFYmpslVRYfFEKVQQKtoIgQKFQwLnnnovZ2Vk88cQTLlKhxX6+tYvyjPhcq9jYzyhlpeQLU2uxlk+YbKRGhViNlfbRGih9LvmQc6vh3dHRUQwNDbki7Gc961k4ePAg8vk8SqWSK5AlzzSbTXfAFdeSz1QlR6Ci3r6tmaKHrqCObWroVr1u9araeY47hXStfaDWF7Ej+RQ+71PQpx4liWupwJgOkBbT2jlWA0a+1FSxb3xc91gsFtqOznZTqRSGhoYwPDzsdt6pXvPNjY98usMnuzpXNLg8T2RxcdHtVONZPzpv1llqRz559rXja9f+b3VCO2dK29SIqpLVL2qf+Lk+1wIgFhgPDAwgnU67XYO7du1yJ38TvKo+Yp2L6l11avQZti5SnRsFKXaNNb1px2hrdbZLOxqgsPhQFzfKMHFSNc2h3iiVDpWFKmob2qfRUMWk+7y5pRbYQMT8DgiHl5kL5/M1/M6xUFgrlcomMJZKpbBnzx6Mj4+7Q4/oZSkAUw/RpiM4HzafquBE52ttbc31mYpm165dGBsbw/T0tKu30IOLVDFuR+nZNbSkxsWXE+f4dI0oKKo0uBYKUPlsHbe23c6DsuCHWwqDIHCpu1gs5vLvPHb6rLPOwtjYmIvEZLNZpwzq9ToqlcqmiAh31vC55CGNoJB/eJqjyoCGb8mHXF/LA1pPFQTrkcbv90Ftp5KohJUv1YPkOivo0LnTNef3GhGxDgHbUj3A72x9AMPoaujUE9eCW03jWF7UqIqNkDF9MTQ0hIGBgdC2ZH1mVHRBqZ3R9smUjiedTmNoaAhzc3OoVCruRG3qrqjnRMlf1LO3oihAFdV2u2dagOKLVGwX7CgfcJ1Zo8PD3MbHx0PRE26uADbO5+Jv9omy7gNsqhe420z5TMfAdeQY6bwr8FI+J99ul3Y8QGHBniI7Flxx54OenKfhcEWPuq2OoUaeI6LnQ+hBVTR2GqXgIjHHrAvH+wiE9Dv1aol2gY1oBdErC3Q5hsHBQZx55pmusp/fUxHaqIlVPiQ1+FZ4fAZY8+n01A4dOoTJyUmXF2UbLA7mWGlEfd6W9SYUfFgF5VMmaiw4bxakWCWpOVaOUQuprXLRugBeTzCia8z7Go0Gksmka5dCz+Omn/WsZ7lCPN2lw7bj8bjbes70lKZpNIVIL5ggmSdHUmlpnzWaqF4Rx9JsNkMpAgJ3GrFUKoWdSlTYyocaLeLaa2RD+QsIe7sq60ytsC01ViqXJPWYld+j+Ft5Uj/juKxMEYQreOruXj/VlQehUabVOPlAicqdlQv+VoMKIPS3lVsCpWKxiFKphFgshkwmE0qjnmy0Lko/6LxsRdt1oqy+bJfO1j5Y3cfvfPzFv9VW8SA5ntWi27z1fvZJATllWteEY1GASntDMGP7YgEKv+OuIcszGgTYLu1ogELlqlELZRDuNlEDFcUgVOzKJDS8rOmw1cdUalT01uPyGV/+zUWlp6thXo3yqMelh8ZxoXlgkNaF8BnK1O0EzucpRZFP8BhlKhaLztDqNl71SHUuohTIVl5Ruz7yXvKGjtGO1yoA/rZepK4HgZnymQWf2p5V4uwbX6Q4NjaGPXv2IJlMolKphI6BtuF8AgI9M0KL1dg/GlfyiIJqHadGBoJgo9hbDZ6eUkmigdvJNSgKSuxaUXfYnV3WmNhIpM6vgj6uiQWVbINRM99zbJ+VHwGE6sIUJFmDQpDC+zOZDAYHB915HFZXWd3o68dWOsNGNu3caQqbu1AIfO0ctWuHMqB9O1my+igqetOOrF7wpQptobLOhY2C+XQd70skEu69R5lMJuRwqD4AEJJ/6hNf39g29QYButVpVl5s1J3RODsGPvcZA1CIJGOxja2vWhhmK5CpDCza17wdr9Htf3aCiQ7ZZldXl0uv0CD4wBCJSoL32wgQBZLbSnmYl9aYtFrrW3n51mE+QyM31oBSkK1RJlkD1s4L0GvI1Cy641xyDWgwt0O+Z9owu8+ztMbDB0jaKSB+RsCpBbIaaVEPm/Nrt3NrH21onf3jCcLj4+MYHR3dVKhKvmSqTtM5eqaJzo8qPQJrW2tleVm93EqlgiAI3PszCEI0NUVDyHZ3KnFO6XwosFDyKfIouQbCkSneQ7K8qzsiqDss0IgyjPyOPEIin2s0lvLJZ8fjcRe14OnRvkLUKJASBU7aGXH2Qa9RY8mtss1mM7RpwAI/OwdREYd21A4A6jz5rm/3nY2Y8Xqri33OjepobdeOibqHh9kVCoVNp5DrM6iXOfcs9taxaP9sxE1tiS+6Rx6zOwrVluo6R9VMRdGOBiiZTMZtR+NprgpStMYCQAhh+tAgJ467FlQxK3Gi6V1q7QeLERkaswKkhz4pKOEC00gypaOeshpIYP3NocVi0SkYe2qsAjBVhFFk56QdqXDRSMdiMfT394cKhLUfem+U4qaQtFME7cAT29Oxsp82AqbG2YJYAk+rBPV7Ow62Y8fFe/R5QbBeXMy3OtMrisVirpgNCEdLqEB1zinwCog1X2wjOL7iaRJPiOVa8mRh3muB7nb45HQlvniRCttGj3z8p2vu8wwVsNp5J7F9yjsdKwIb6i6VfSC8M8RGNNgWn6VRFl9Kqbu7G7lcbtNZIxo11Gfysyh5s/o0KuLhmw9ez5QnI0JqaH181g40nAwpyLKRJ32OXW97jQUGvkJq69jY+fWR1XOUb6bluA1agbW1E8pLtoDVgmHVnZr2tfxhdbYeadBuDqPWM4p2NEAhCKBS4A8Nvz3ngAviEyD1YPU+ACHvgovNlAxDwYy4VKtVV8CYzWbdqZwEMLo/XQ3P6uqqqz8gyNGID5UaACfAPDWQxskCMBVwgh7LPFFAwAdW2nlMVDJjY2Pu8DG728cyqoZCtUjQCqUNIfK3XqdCY2sqtA0LgKwgqWBrSF6VT7vQs21XBVzrYRKJBIaHh119CQ0Tty0TKGjExioTnuWjoXs7V5bvtX5JPWoqJIJcelH2METKA2uzdipRxhSYEmCSf4AwyNf/lZT3LHDX68nnQbBxnAAjqJxTppVZN6T8p89TsEtwpc6M7auudW9vL/L5vKv1UL73efy8rx1I4fPakY7B8iAL6wkYLSC07VhZVgMb1Tf749Mddm51Lnzt2zZ9RtwHYHQufPPWTtd2d6+/ssJGpq2TpfpX+6Pf2TmwUS59vu4cVN2o+ki34+tGCtVJz5htxiySVcbR3Qt6hDew2QAps+lk24UGEBJUFrTyGoaIiR65UETL3NPP+xV8UDmpd0pwBcAZLGWgrq4upFIp9Pf3I5vNhsbVLsdJZK/zZYXAAokoQ07SvsViG4fJ+bwEfYYaetufKBDiUzIkC06iivIs2fnSdbapMltv5AMovrmzfMXPGaUrlUoAEHopGt+vY0ERx8rnc9eXVbJKVDrsvyoXDbty1xVfYplKpZBKpdzhT1xvRuu4o2gnEsdgDQWBoC9a4vP+fOkY5Q8f8NFoF3WHGg09IEvf66XerZ6DxO/YttYlqcGkY5VKpZDNZt37umykwjoQ9jurO3wyafmf80JSOQM2CjK1bRsV0mdppEKJ10bpCfuZ6jcbdfQBQ/ssu856rR2L1cs+igIrPn1N+a/VaqGok+op1vLYqJutr/LpedV/5DXOr0ZlaPN4gGOj0XAOgIL9dnozinY0QCmVSu70QQpgV1dXaBcLoxW+RaAg23w6J5ELoYxKzxIIvz1UF5zPJXjimzDpKTO3z5e0sb/cDsrcOPuuRoWRG54smk6nHUhSz8mH0n3eiNJWHpC9VoXGhv05Z2rg7f06z9pv3h/V9yglY1Ma1iNQHlAjpIo+CIKQouf1NoLimwc7j+yj7hwj8f1NKysr7iWTPPuEa65ta+RDjQoBru7QsMaKO7zUS9c8M/my2Vw/a2V5edkdx84zKfTcFAVOO5Wq1WqI93QNbeTPGlpLNhTOvxWI8DoLCKjclbT2bW1tzZ2GzbWioWA0llERXsdn2J1C5AfuUKTetPxMmfAZduvZ6/dRtBWf0Ij6Ig4+58KCF9sHK3/6tw/0+CIJSu36oA4Ox2IjC9Z5tP3UZ+j8+hwOglq+Z4c6iofJaZ94vTqCnGvyFu0X+cPqDoJhtaWMusVisdB2ZX0rOl8wqlkCuybboR0NUCqViqsFYb2Hff8Nw7j0FNV424VXRgI2GESLtiyj84wSHuGrxoj1KVy01dVV5HI55HK5kJKiEuLbkZVJGDKLxWKh81W0QJhKSgWC/W1nTKMUjY7RRiLsd2rAKQCMolCYrAflUxZcD19qxqZ/fH23AmavVyFRsoePkU8sQOEa2vAklQKvV4+BpP8TzPKNpNVqFel0OuRBW96kcmB/CBb0bbtqgOiNEsgqwKbyUrCj6QR6QXxJoRbnkjRVtVNJXyfB9VEwbaNMSlGgVEEu4D+tVvmRa0OjYdvTt4AHQeDOB+HrLMizXG99rYeeRaHGkzxB4xHlOOg42kUg9Tpgczo2Cryr3rCG0ff8KNChOso+wwew7Odsn8/3kW8MFnTwOh9A8YETX/s+sGyJzqi+6oKpXnUKfVFA1eWMwKnuoG6xW9I5PtXX5CXqB+ojpn55ZpPvzJOt+ElpRwMUCiwXQCcd2KhRUY9RFw7YMB40QIosiRa5cGxbj6tmjr6rq8u91E0Zhcxs79Ptn8DG66z1fBQqJQBubOwvPSYLOHw//M7n9UYxizKlL6dticpIlYwKLn8rOInyfqJAlB0T22T0zPYn6npN2ylAsTl8u36q9G2khr99URw7DhuJ0XUHNoqwLcgiWKa3Qj7Xg9UIUrTok4ZQZYB829vb66J7rVbLRUzooTENxZQmDV67MPVOIOoGUhSf+YAKedTyB7/TaKvKA/lHgTAjI/reL5teYe2aAhoFz9QdTD0D4aP49UWoaoR0PDpuNWz28ygj7ptDzo+VAR9I4f/s81bRE/bJRhzakU9v+IDJVnpOAQrXnX3nutjoiU93WL3hA8N27pQ3yJ/KC6oLdV409cd2aFNUd6gDo8696kXqK/2hreJ77ghQVMZ867AV7WiAMjQ05PLjFGKeL0HkqkV/6oVyIVXIdfeJMh6Vsxp5Kv50Oh0yzqq41dPUELq+HVIFRJWAtt9srr/ZVt8ESW+J96nStN4YsOGpKECJUgBbfabgxYYhdbeRj1TpqrBEeTv2Xt5vhVoF20ZqdAzq5VIYFSioILItTaUQyChZ5WRD+wo0uE70Umgota6JbSj4Bjby9CT1gHRuNEKohqu3t9cBZEZNGDmhsiNoYfSOAEVDw5wXH5/tFMrlcu78COoJen8q6z5DEOXxqrfMz30OA9eF69vd3e1k28qNAhw6OGo4NPqjAJeghXyggFULq+297eR2K6fDd48CCH5miXrJOjY+Z0X5W/vVjnzOigUnFqz55sHKmK6X3SKu/VWH186brpm91zeXNlJqj5/ntTZqa1MtCnRsnWUsFnPHG+imEEZ4qa+sU8U+0QbRLtuI9jOmSDabzbq980Gw/hK+UqmEer0einYw1EQwQ4NC4aVSYRpGz8HQ4iD+cNHoeericKsm7+NzuUNjZWXFnTfRarWcEtHthEBYkbCv5XI5ZEw1F8h7LOiICo9axWH/V4oKo/qEzPbDKja2p0BDn6GCaNuwysiCFN81eq0+3yoYG5rVcaoh5vc2PK7KI8qT49hYS5BKpZzBsWBVx6fAh7xAsELApF6nAmYF2HbHD7/XwlzrdbE/FqDvdICSSqXcNmqmYjnPClxVTkm8Tr1QKmN7JokaUmBDkauCp4FhiJzzSpCq9XRamKzREPXY2Uf+tFotdxSCguOtIg4W+G51vY+2cnhUd2i6xwd8tC+q03z6yaf3fOBEf7cDJ/osTe9Y0GGdTesQ+gCuyqLOsQ+saLRMz9yyeoNzynt8u2m0TV+aSu9Tx81GbSgD/E4zCFFzt13a0QCFXg8nUA06yWdclJH4+ng90p7XakGsTjA9TT2DgiFyKi7NcTNXx0gItyIDGzUyehw/QVIsFkMqlXKRlHQ6jXK5HBqrFcKnEiHZznfarl5nw5YaWuZcqALxgQ3bthVybUfHZkHMVsT21ABFea02zM7PyWvW+7RhUOsxqSdOcJFOp90LAC1IVQVNr0VBEUEN0wS68wPY2IrIlzaSH9kvAiM1xLrjTQGypgPsnOxU0rnlWFXegbCXSVJFz6gt5dWCOwXfdv1VT9HoKH8CCJ3npFFignF+pyCGa0ke0zVkFFef7TNY7ebsqXznu8ZGRzhnnCNbpMt71FnkZxaY2ciVr62ovrWLnFj9oTxkwYUPTNlrFCD5UoiWqHtsOo/f2TkG4JVftVvcsKFgS51vfXWK6mFer468XUt1+KKczK1oRwMUvpcE2MifMW/OBdMtegBCdRtcGAIdFV5VWpqb47N04nlmBQDHPFwwLZqlF6TV92SgVCqF7u5uVzjJ81x4H7d70lCReWw4WsGA9d60Uj6KtivIKnT8XxW+VdC81ip9BSE2NM571bBa74OfWQWj12kUhM9Xg648pNfQM9a0kFUEGo2w4XaruKwisp4br9V1Y3pS518VifVAqTh4EBn5hiBHPXUaQJ0zLYxjdEZ3npFsKmynkaaDgXARtM6vGhECAq6L8ogCdV+xtBoyYKMGQBU251p1h4JWOi0Kppi6Yx0L9RjXlQexadREI3btjIYFAr5Ihb2+3f/6mUb6CM59MmOdIdsv9dRt1MX3tw9MbAW21Tm1BjpKD9L5aQeOfIZcn+kDNDbKFHWvfY4dB9vTqAjvo17Q2jiCGvIhUz42NaZ/q5Nvi4m3SzsaoLCeQ5lADZ7m+IENr5PX6TUkok0ied/18fhGfl4jBBpy48Izx8/0kea6tcCWR4svLy+jVCphZWXFpa+Wl5dDhZxqbNg3H0Prd7xXmcSnEHy0leLRufe1q2uiYMoKt21Tr1eEb5WkVZy2XVUmFpRo9EMBgioYvcdGU/i3ghNtl2RTQwp86BXpFlKdA/ISwW2j0QiBJQuy2F/ymtag9PT0OEPMlIRNramCpXJimohkow07jejcREUGdU0VgNr1pf6I4n22q0aFKRcF3ZxL8gL/jsVioUMoCeTVgSIA5bEFzWbTOTw8E4oyok4R+2adDp0P/Z4GUufoZMgaMQUp1vnQubIgw+oOC2Lsvda52aqP1tj7AIrVH3q9TQHZObbjbJfesddSd1iQwfX01XfwWi30t+O1a+sDznRSqFvUTlrQaJ0o1Y8nwzc7V8NgHaBojozITwvVbEGYMg2ReyqVCp1BoWE8MrwWBJFJ6vU6arUaYrGYAyJkJLsVk/UnVP4Mm/HgpEwm4z7nqbS9vb3IZDKoVCqoVCoOYOiZBzQiANw2ZzKaCpRGcYDwSY6WOZW28oKirlPPQHP51qPQdeC6KMNTISvotPlzVVLq6VnFpQIUFclR0Kc7fBjJUANO4GAVjZ0HjonXNhoNVCoVVKtVZ+A0Wsf2FVQBCEUIaaTUu9H50FOHGa3jswhQmPbRNKmuq1b0+8a20yMoqvw1l29BqCpUG9rXIwj0e6ukdf449zxPhiBD64O0PT34kekejZ4Q2PJaOiM8o0LPu4jH46ETPtn3rcCJOhkKACww1/v1t/3cghLOg0YJNGKiOi2qj9quXQ9+p+tg9ZhvHlRPWL3hAzN6j3WG+J012O2cRHWCgmDjDBTKN+eMPMP0Ovun+otRQnVSfdEX5TnqW9pW6g4+X8/oss4Vn8G+WdC1HdrRAIULQs+QQqvFrq3WRj0IhdUSF8GiXjKYhrwo2Fwg1q/QCKXTaRepYX1LEASo1WrOmyHjkEGs58ZnpFIp5PN5dHV1uboVvu2WtSk2fRTl1VqvQ5WwKh7fPRYA2O9sVIZ/W2WgQMXXHhA+/E77qmBKw9N6rSov+7dVMDbkaEOVep2OTcdryecBsU1VvtVqFaVSKXRujlWa/JsKSXPACpQUHAHhmivyBNM5BNIEXrVazb14UCOA5GU1zOoJPZVQ7elGCnY1/UHlrEbIrokaTJ0TzptNCWq0g8/lcygTfCeP1UX6jhPVS3ZHosoFQQgjK4y6sW3qMfZR5cPnSdsohX6uekS/099Rn2m79m/VJVZ+LXDygQW2Y1MaPqDtA2MkGzlRx1UdDwuKfJFa3zxuBVB4DbDhoDBzoGPSttgfW8Rredo6TxYUUk+wbdpA3VCiwQGdO58dsM/bDu1ogFIoFNyJiNbroJKgEgA2M6gyr0XelhipYMqIB7TF43EsLy87MAKsb2Fk3o0er76ETQFFvV534XMevpZKpVy1fjwed2DEhteADUbcTmW0VQ6cA5/QRt1nP1dwY9u3SkuFxrZpDasqQBV0X1993pV9rlUytqhRx8O21CNol86I2hHh6ydrH/QVDVQGGjmioaMyYB8INKxC11yyril3qHBcLJ5sNBoONNN4EuAqeCapkeUzT2a74OlGfE+WBbu6JhbE+jxNYHOtl36vilo9UYIFRkvJk7q2ujvI1lCpkWCkhFvEFRgRdBKoKJhhP9vpPTsuHz1VoOrTR/zbzrcPnLANnWf9TuXXthnlINn+2R+fc2MNv51T5bGocdrPbX9oLxiJt/rSx4M+B8vOt3X4bE2KrcliRJZRFOoYPsfqBD5XIzvPmAjK0NCQO+qdil8PRLPpHDs5voNqYrFYyIukIuB3LMAlmOjp6UGhUEClUnFHhJfLZQc64vG4C8HqfngqCL7DoFqtIpfLufdkUKEsLS0hnU4jm8262gMdk3pCduGtN0fSaylg22WaKC+AZNvS6IavAl/7pG3xf4262GLUdspVAaf1En1Khh4p21VQqwBAn6XRLhtd4PfWK2VEhAZFPXdroJQX2X+dD0b32A/ti84L7+Hc8fA/AK5QlHNAWWKqwHpoCpB2OkDhe6wYZWrnKasnqDwF+NMb/KGCZ5uM9DLKyh1WemosSddVozTq4DQajdC2Uzo3PM6AEV0aEhuxtWOJAvn2f2vsoqKKUdTOObBz6jP67fpo5d2uH2mrPvscG5/usH3XZyrQV7lWXeaLKPiAFG0bgYSNMino0DVSp0f7wWf7Ct7VQeQ91FnWgeTzyZM+e6LzcDKp4R0NUAgUCDQ0RaN/kyEopOoF2nMEFEgoMqzVai6KwjMsqBS4JSuVSrnwGw2q3afO+gHdpcNaGno8mUwGa2trmJ+fx+LiIvr7+zE2NoZarea2GWvIXZm4XRQBCG/D09/bicD42vUJvFWCPiWkAMm3rjbUSIGyufN2fdN+RYEUPo+5fZsqYeRAFYHuhtAte5aiQuZ8Dj1pe+iRzi15VXlZn+dLP+r12hcFNNzd0dvb655Xq9VCIFoNoRbJ2sK3nUjkJcsbPgBtPV3yp+7U4bqq8rZ8oy8GpE5QgKn3AxsF+5RTRtLUEOh16gwRcAXB+gmfesibHVs70jlpx+dR92xFPmfHzjuf4XuOLzKhz6ccKNCzAH47Y7cyQVugtWC8R/Wgb84o1+3Su3otSdNGmp7UNnT+lMe1LY1qKFi2Tp0FPxwL6640rUOeo5NF8oH8ZwxAYaSCUQ6GoCjInDhOjCJGKhQaCNZ5MB2jxbMMm9IzITF9o4qGxbKqQGjM+J4d5oTr9bpTZCxeJNMkk0m0Wi1XJ8BCWYZ0iaZ1m6ivjoL/W+9EhYZCZpGvT4htBMWGFn3PUi/DB2J8Hijb1ns4N7aP+ttSO+/HXqfRJv5YT0WVjo3oRD2f93AeGKIl39CrVkVo50XbUE+I3rMKvUbpNG1kwVkQBG73EHPLtVrNgZZ6ve6MoYJ1Bfw7ler1uvMGNVpki9tJutaqcDnvWvNG+aUTA4RPp1a5srrJbnWmftBThZm2VqCkxdZcS9YZqe7SYvTtGukop8ICA3tfuzZ9/ysA1GuUd/X57dr2yZIPDNjn+Mau0TRfHxQMAeEIio3aWN3hG4uVf50TjYZqgWzUPPqeD4QPDFRZttGfqLkiUNEdfsxiEGyr7iH5ojXtaEcDlEql4tIYCjY46VRAdrskAQRzsrxeT2nMZrPYtWsXRkdHkc/nEY/HHahgXp/vHWBOTvP6LI6lEqNBIqAg2iQKrdVq7u/u7m73IkB6xrqFUA2+Cq+mU5SsQlIDp9fY2oN2iF6ZWI2+jXJYL0j7r8ISBXq0zzZfqtdbpc/7NfRolZzmW23RoHrWauijvGkLUmz/dG30DcQcixZBWkBkSQEbjSoNjy30Vj7xzQuLzDOZjCswr9fryGQyKJVKoS2pGqI9WU/odKNKpQIgXMNA3aCAUdeDvKdgVoEl28hkMigWi+jv7w+9S4uRVd3uqXVGPLRP03gkgnPdckyeVGPFnT3UcTQW+q4fjjsK3NvP7W8fkNA2rHy2I5/jFGW0bbrB56hwHXy6w2dw2wE169zo8ykLvrSRdQx9+tD2347DzrWCJasP9R6fE2PHy88JFijHqkd9c2UjT3RuWIy9urrqzl1Sx51tbcehs7SjAcri4qJ7bToAJ5zZbNYdfmaNLYECsBktcmEzmQxGR0exZ88eFItF9Pb2unNLWB+iip9GZ3l5GQsLCy41Q0Chz9SwMImeDgFMLpdzkRimexTs6JZECwDo4VnjoYrA5wVQ8VrwwLmzhpOf8z7926fA1BADGyfoWqZnG/pcYHO9R5S3Y8GCTf1pdIFtqcH1eUtKUd7bViCF9zH0rufzKG9ybijcVkFyLGtraw5Y02tXJcZn6hZTzqNGQFjwzR1hBMW9vb3I5XLOEGp0TdMTO5WWlpZCBz3SodEdgTZKZJU39QX5iWCuv78fw8PD6Ovrc9FXDc8rfxGw1Ot1VCoVlMtlVCoVVzyr4AfYXBBOZ4n8Sx3I1DcjRNa4b5fUgCsYb2fEfMCB5JtP+522YUE1sPlVGlF91najQIEF8byea6a/VRfxOtVLti3Oh00D+frr+19/a+mB6ivbJvtEmbU/7Qr/VXfYObdrwrSyOv2M3vX09DgnzK7TMyrFc+LEiZChoWKtVCpIpVLI5XIuRQNs7Oix+VsAzqNlLUmxWERfXx+6urpc/QmwuWhSJ5uKqVwuY3FxEeVy2W1DZvSlWq1u8o5odGgwiEKTySRWVlawuLgYqpqmUrMGlEKixsjmtUntwraWohhVv9c21CD6FJAFJNabs59FeUDalhVEXsv0hO2/tmkF3bajYKWdolFgRdIwJ6NgQRCgp6cH2Ww25BEpmNWTG6nk2I7WMHGMXGvu7NDvtF/qxVCZAAgd/kZDR3BsZYbzuJMjKPPz86FieD1TJJVKhU5u5tqo8VEvFdioZ6PeyWQyLlqqES9flIDAXVO5jMQy0kr9QWNAA0DwofqPQItRGV89kk8ulWx0wRehbQdEbDtbPaud/rHgjJ/pPT6wBES/Y0v7Zh0Sn3HX52qa186BRl/ZZ7a3HZDiGz/XmbvxtG5En6N8Sd1h09Y+kMzvNTJHnaNj0XFrZIR2Se2w6k1fZGa7tKMByuLiohs0PZ5EIoFyuYxkMonl5WXk83nk83l32iOwsZhabOrbzUNlz7wan8FwunqWXDjmnfv6+lzhkCqeSqXioizlctlFWcgorLzXl5lRQQHrgKparbpUk114q4gUOQObK6h9QCUK0du/7TXqKdgffa4qvO0AIv62zG0FQCMoVlmo96+ejyoNu+vLAhT1nLQ/5AOrjJXW1tach8xQKEEE54f8Bmzeuqz9omfN/lO50Jhp1IWeuN4DwNVE8Rp+p8qFPK78zc+t0dtpVC6XQ0Bevb9arebqz7hTj6RRAjXY2gbXVc85oZFU3WF5kWtSKBQc2KT+qNVqqNVq7qTpcrns6tOYmtUDvDRFpWtFY7fV+lk50HHqNUpRusPqjyhgYyMUbNMHAjiP7drxRU74fJVX6zBafWL74ks3R7Wn9sH3Y+fKziewESXjWmthNUnPLImaNztOtq2RPB0DHSYFMdRVrHNiXZMvVWTHof3YLu1ogMIFUQ+HRO+hVCo5kJJKpUI7J5ifbTabLlRFBU1QQPBChaG7frSCWoWK3ikNwOrqKgqFglvQxcVFzMzMYGZmBpOTk1haWgoVIurZLRpq5tbmcrkcevMssNnLsArGRij0GlW6PvJFLPSZeo0FKbzOKokoVK194r22PTs29W59aRY7Ptumzo31MrRvVjmpwYkim1JUwKQeC3mY/2v6R8epXp56elqkyWeph83+6wFLegBcd3c3crkc4vF4qB7C7hBSpb2TtxlrlMkaFnqrBAWMplD2Kfe8Vw0e9YXu2LEAxfKzRla0EFzXUNNApVIJCwsLWFhYQKlUcscrEMyoXlQHgfzhi76S7FxYnvNFUvidz0OOMoxbpUNVVvW3Xr+VgbdtkSwAsTsYrX7SdnwRGb3W6ls7Bt/97Zw+6ictUldH2+pUO6/aP9sXOja8RtdIn8l7tdRAD5nU83coP9R7vp1KzxiAwu2ZNifIaEmz2XQRipWVFXf2AWtTmGvW0/IsU2iERZGmXWgCCPtmUWVI3ZJcKBQwPDyMYrGI48ePY2pqyuWfGWbOZDIOTOnOD00bRAkgf6uw8TOfoQc2lIbPS1JjZJmdRprt6NZbBSdR4EH7bD0d371WwXCttB0rYFTSFizZKIyNSqmCVyNjI1EEGEo0MrqdVedXQ6gELEEQbDJiGqnR4m+2QX5Ub43rwroaziENZ6vVciCXXj95l/2iollZWUEqlQoZUp+B2Emk781SHqM8s1aIAIE1aJwHrSWzxldlX42gGigf8NXaAi16ZTQknU4jk8kgl8s5p2tubg7z8/Nuh1+lUgnpRQIe8oY1vlbW7Q8/52/ymd6jc2CjovZan6Nkycf31phvZeiiohWqGy04iXJUoqIe1pnxAQH+rfqjnTNoyfbFfq5AQ3W7tq/A0sqwbduCKX2WOvSaitadYbSP9nBJTQmdjN7Y0QAlnU67E13VEJG0EJP5O+5QWF1dRT6fd220Wq1QZb96DtbQ2VA/mZOvQqdS0JCvMidz25lMBn19fRgeHsaTTz6JJ598EtPT05ibm3PRm1wu5xAqt0GrMbaAQ38rqULyFQrzb/72IXHOhRVanwdiEb0vAhLVT/62Xif7ph7rdtG4L3qic+jzmOxve6+SBQckAhlG5DTHq7xE71c9JZ0vBbqcW90Sa41fLLbxAjoaL56Bwfu0gJb1Eoy4sB2CH72Xz9nJEZRUKuXebG75FwiDSG63JmDjTzKZdDqGKTqf0rfRFZUJfZ4aMip0C4zZ73Q6jVwuh0KhgGw2i7m5OReJXV5eRiwWQzqdDhkxn6z7yBpqvSfKG/aBF23PGnydY3Xy+IwoHaTj8fWZ5HNsosZlv/NFQSy1cwJtP7Q/7cCJ73PtD7B5lyRtlY2eAuH0zVYOmu0r19l+z+9892lKyDeH9kyw7dApP2nplltu2bQYo6Oj7vsgCHDLLbdgfHwcqVQKV199NR588MGn9Kx8Po9sNhsCKnyGFp7yc+7TXl5exvz8PI4ePYqpqSn3tmD1ltSb9VU7q0HT3D0VPwvcmDdeXl52h7hRyBKJBPL5PCYmJnDuuefi4osvxjnnnIOBgQGsra1henoaMzMz7gAterM82lo9cGtcfUifHoMVQp9QKpNZIWQ7to2oH5IFUpbaASy918f8yvT2hOAoodQ5iRIqfaYPEPG7KLLCq8WYPAOFERZ9ERdrDZaXl13RpIbvrZFQb19PJgXgaqDq9br3nA3NKfNEZPv+F/Kz8u/JKJqt6PupNwC4+hIWo2vahsR+cPwsci+VSlhcXMTi4qIDf1Z/RPEREPbedaeI3s9zS1gcq2tPoNLX14fR0VHs27cP+/fvx65du1AoFBCLxVw6SA+GtAZ5KyNsr42Sd18UweqVKHnzyZb97dNnvt/2bwtS2smxHed2nB+fjtwKONnvfDrKOkO8jo6E7qAhWCD/MBXI12lwk4Y9l0ufz/5T9/Ba/Uz1ic6vpprJr1rjxDa0Du5k6HsSQTn33HPx+c9/3v2v4fDbb78dH/7wh3HXXXfhzDPPxK233oof+qEfwsMPP4xcLndSz6GC50RworioTNHoQhJFrqysuFzu4uIiBgYGnMfYarWcgmBb6q3asCCBkBUke6oevViG0jWEyzMT+vr6MDg4iJmZGQecaHTYH77wje/+4XN57oGPCWwYT70Qn3LwRTwU4FBgVKlrRMnnueh12qb1HLQPGjXQ+2zfea1VfvZ5aiR8StZSO+DnI/IZ/9Z7qGB4kBeJZ48AG0CG0TzOt4JgDZcqT+px7QBcARsjAHYtbT+pZPR6hnCpdHS9fJGH74a+X3oD2CiM5d8K+BUE2ogB16darSIej7uUixY8q8GwkTjlJRLlxfKmrg/b0/RPPB53dXV8HQbrUghoOB6NytGQETCT2gFwypilrZwjOx41ktQhvjmKep626dMbCrx96StdAzW4Gi2w9YwWHFmg6XPGbL98FOWwRc2HRuc1isG5VedB+6MbPGyKkRE9u9tRt6hT/9jxs49BEITslPItZUbX5mT0xvcEoHR3d4e8H1IQBLjjjjvwq7/6q7juuusAAL//+7+PkZER3H333bjhhhtO6jmqSPS4cHogzWbTnfMQBEHopFZFmo1GA729vRgcHEQul3P5Zg13c4F0cpXB1YhaIVVG01MgtViXh7PxrJXR0VEsLS1haWkJ5XIZ5XLZARAaI33hHA/ZsoVUZCCr9FT5UzitoNi6D1/UhPcq6FHwE0VR4ESVoc9A8Bp7n32mbYfXWOBl60Dsetln+MamNTgqnGr4uW2UikYVIcEwPRUtrOTasiZJizXVsLLKn287ZZGnpiMIbK2yJkAKgiAUObERBfIWn8s886mi75feANZBIaOuPF4A2EjFab0XsMFPnE/OV6vVcu/P0oPe1HHRcfjkgjwCbK7/UuBEnmG/aHS6u7uRzWbR09ODXC7nom7VatVFjAk+OUYaHj7fzrd1AOxYrPG0bamsWDmzvGUjBZb4ma3z8oEp7Z+V9Xak4/CNx3etynu7drVPPtKxWx2kEQgFXRpx4/cKMMjXdOKZGtSdq2xfo3YauaMeYhskHTf7AGycpqwOI+dAdcfTDlAeeeQRjI+Po7e3F5dffjne+9734sCBA3j88ccxNTWFF73oRe7a3t5ePP/5z8eXv/zlSEXDiSOVSiUAwPT0NJrNpjt3gOeeNBoNzMzMYGlpCcDGxPGsBypuhrIHBgYwOjqK/fv3I5lMuq2ZVAhAdGU3f0eBFfWMNMIAbCgKRlVYtNvX14dsNotisYhqtYrFxUXMzs5idnYWi4uLLoymzySQYiEkP1Om5/Vq4NXgWqOu13H8Grrj56rMbGSGpEomKhKhgq8H0dk2SPY761HYNbK1J6r42Tdtz3q5VomoAOp1+j3nkacO81pVAgSbWu9BwMqibvI3C6d1bjQUy5TiwsKCi8J1dXUhk8kgm826F19y3OQj7trRHSBarGuV8lYe7lOhU603gGjdsbS0hFgs5gpP0+k0uru7sbKyEtr+z/lRMEYgF4ut14jlcjmMjo4ilUq56EQ7audRa/TRB7rVGdAIMUEWdw/29fWhXq+jXC5jaWkJi4uLWF5ejkzNbtVf6xREAS/lC6tXfLJpn8/vfbJln+vrI9Bex2jbGu20c6zPUrDjkwNf/3zzGjXPUfPH/mnKOgg2ohX8YdRCHXW+akF/E6DYtSOf06lherlSqaDVarmUdBAEoSJ69tUebeADvHZut0unHKBcfvnl+IM/+AOceeaZOHHiBG699VZceeWVePDBBzE1NQUAGBkZCd0zMjKCw4cPR7Z522234V3vetemz2dmZpzHpy/s4yTRk6S3xwlXA8yw+9jYGA4ePIh4PI75+XkXIuUPJ3c7hYGtVvgtw0q+/5VJ9P0GmUwmxGTZbBZTU1NYWFhwXjsBlN1lY0ERGZufWcPj85p8YWdVNFSQPi9F24yKYOg9Gukh+QCDVR62He0fyfdMrqc+z6csfZ9b8oXy1dulQVPFybfNqhdEg5lMJpHP59HX14eBgQHnHZMvos48UNCxtLSETCbjQIpuFdb1Us+LheT0mkh2TXRnyKmi74XeAKJ1B4EKeZgnN9vXBvAaOgUqAyx27+/vx+joKHp7e0P1IlG1Fgo8fBE5NaJKlqeVhxWoMFrGA+f4s7CwgEql4gqiba0Wn6Fyy/5pqhEIR2CjjLEvyqKety8iGfW3T2fpPFletM7FVvPr04E+vRGlO3xjbQdW7PjsnLGfan+4DuRH8hfTv9xMQYeGEVce3hd1TgnHxHaXl5eRTCaxsLDgTjhXUGftgM4Hx2BT/7z3ZItkTzlAufbaa93f559/Pp7znOfg4MGD+P3f/31cccUVALa3p13p7W9/O9785je7/0ulEnbv3o3u7m4sLy+7EPXi4qILtVarVeeJplIpBEHgTnilN6S7fGgAVODVk9GcsobSfEqaQuRTPlHhVF/BK8NxzDNns1nHgETOCwsLKBQKbgsYD5VTBchxcJ4Y8rMvmbMKwf5v+w1sKBpbee9TGLFYLITAeZ1NJakyUpCkYAkIC4udT0sWiFkvQAGSXufbcaF91e90zrnNk8ZKTzHWM3a4I4MRE+7KIFCh16O1OHyOFp1xruLxjRdWEkw8+eST7gRb9os/TG1wHakUuS48GErPS6FcncpdPN8LvQFE644g2IiksqiddUFMxwFw0U3OpZ4/pIBb0y7WCdLIB0kjkHY8NpKiZHnNFr3TWBGw8EBAvlphaWnJ9YXRW8v7dmwKZFUelB99eq4d2Nd6QZ/D4gMnGgG182jnLyqCEnWflX0fWYBiQaYP5Og1ti2f3rDlBBolsbpLi2YJSHnIJ/W71jty3LaflGvKtjozs7OzDpzrzjIdjzpoeq6K2kHKBncDbpe+59uMM5kMzj//fDzyyCP40R/9UQDA1NQUxsbG3DXT09ObvCMlhpgs9fX1uZNeGVlgjp5pAhr1XC6H4eFhFwZnfpYRmKNHj246fpyKi4JBxlGvAmif5iDxM2vw1BMIgiDkpbHmBIAL0w8MDACAO/aaHjOZxp7PoQCFylgNjaJnvcf220ecAwVEFqRYheYztFSsFJ6tQrT6236misbXhg1vs4/WmFiytTAaJdP5AOCMQSwWc8fbs6K+0Wi4WgUeTZ7NZl0Kh/yqr0AnOOYzdM0UrKlSaLVaSKfT6O/vx+zsrKtLoCxptEALRru6ukJb2e0csM8M+X6v6FToDSBad2QyGZcPZ6pXjTXBI2vYeC13AtZqNcRi67tlZmZmHLi0hYFAWAZVnqJ+kyctH0Z5npbv6dyQfxKJhBsva9VY9E/5tYDJGlbqGZ8XbI0177cG2Cez1rHh9fyxAJDr4HtelMwr+UCtBRe+dnQM9jptg/rD1iTaZ/kAHPU314N1ktQdbJdRMvtqBtaZqFyrXrPgyoJR9oNOcTabdTWaTCOpnlAnkmupNXQ+4KWbTbZD33OA0mg08K1vfQs/+IM/iP3792N0dBT33nsvLr74YgDrufgvfelLeP/733/Sbff397tdCroNT7c0MacMAAMDA+4Y6cnJSVd4urCwgAceeACzs7M4cOAABgYGNgkCf9viLjUUFpn6DJ1F+T4m11weGZbebyqVwsDAgPPwWLxUr9cd8o1C+fyt28k4hihPTsmXEtFxWoOtRAa1KSECkijFqM+mgopKLehaUJhUwen66Jj5v/2bY7ICrH23ioZGgMJaLpcdQCB/8tTW/v7+0HZXPWBLozPaJ184VddAxxaPr+8yGRwcdK9ZYPTQRkc41kwm4457584iuza+9TnV9L3UG8C6c0NjTX1BJRwEQeiwwXg8HopoARu7HGq1GqamphAEAUZGRpDP5yOVsNZVqO7wed824kJDo+2wLcufbFejOvRc4/G40x02lcXnRBkQNb7qlfscNAvE2jk5ep/vWpVhn+7w8eJ2QYoFFhqJ0mfrtXa8/K36cTttWDCnUaK1tTW35b9SqYSOlGf6Rt8XZaMlbNs6NlbX2XnhZ4zoZjIZpzf0kEcCW3XeNcqodTE+gLZdOuUA5S1veQte/vKXY8+ePZiensatt96KUqmE17/+9YjFYrjpppvw3ve+F4cOHcKhQ4fw3ve+F+l0Gq973etO+lksINTKeh5vT6FcXV3F/Py82w1TKBTQ09PjttjxXIpWq4Xp6WnkcjmXz+OE290Lihi5CBrGtUzsC+1qlICLrovJsJkyFCMfmUwGvb29Luxn0bE92U/BFa/heSo0ptYwW7JC6TNa6gnp8ymomnZQUKdzGEVb5S2tgiHperUbh+97qzSiPCGOkd4qjcDy8jJmZ2cxNzeHlZUV5+2wtqSvr8+tAZ+nws/naKSEn+m4LLDlteTjQqGAXC7nUhoci0beGDFgtIC8ZXdN6E6QWq3Wdk1Ohr6fegNY1x08+0WLDvXEZhoJKlxGtzKZDLq7u0MyWq1WUS6XQ2fbqCMCbK7BUvnXtqL4kte3AypqIDVaSQNCD5vrqkConSEmkT81zWD74DPAUbpjK13ii6BYMGZB1cmAZ2u4re6ImhPf+qiu5fr79JbVMRphAODq0/gag1ar5dLyjNTRkbDREt86WOBr58nqTs4zDxNNp9PeM5To4DKySluiKR9ftEuL1reiUw5Qjh49ip/4iZ/A7OwshoaGcMUVV+D+++/H3r17AQBvfetbUavVcOONN2JhYQGXX345Pve5zz2lswx6e3udggmCwOXruc0vFlvPodEgM3S9d+9eHDhwwE0mf3M7pp72qSjd5yWoElAPXo2KXSBVJL6UDOB/zwJDs5rO0YJJHYtGdOy2VT5fz0KwkYkoT0a/8ykKVQ5aJMrv6AVoOz5B8kVwOC8+4vr5FId9li8CYT8HEBJ+DdHbfmlkSL2f2dlZlMtlxGIx9PX1oVAoOLBAY2fnmz9a0GbBiAVMHDtlodlshuomuIOHxd9cc94LbIBXjaaoXNCD4zOY5jhV9P3UGwBC5yfFYuHdDwRiuv2b+qVYLLqaL1X6NP4K9O1Wfvs355hrSr3BNgF/jQrbUFmwKRdroNTgq76KAhPW4FowRT7QtJj21/eZj6LSO/q31bV6rb3ON9+WfNETn+5Q2gqcaKTC9tcHVtkP+zmB//LyMur1OmKxmIuWMHLCF1j6CpV1fe2YyWd6D3WenpUDwNlR3Z5MYKH9VUBjX3Hi07fNZvOk9MYpByj33HNP2+9jsRhuueUW3HLLLafkedPT006BZLNZFzoH1ovdyuWyy/t3d3dj165duPjii3Ho0CEAcNsIWStApAiE3yvhY3jLXFws/W3TRFaY1LD7vHUFKlzkdqkZVXD2ezIRAR09RxvNaUe+FEu7OfJ5NpaJdW7s/EY93ypkzrVuk/X1JQrAsB3+b5WLenBRxPHU63Xn/fBsCoIT9XyUPzRKxnYUROnc6ZxpBEB3ZXCeWEPBVCDrmjRdpkCWSjEIglAfdT2o0E4lQPl+641Wq+Xq0ACEcvlUxqVSyc1/MpnEwMAA9uzZg+HhYfc+JM6Fnh9jPdmo8QAbOkb52ir1KOOo+sfKhI7TAhT2Tck+w4IXG/lkelD50+qi7RLbsPdHjZXAmeOLou1EUnSufXV4vj759IiOQ+dLdavKsB0X158bGeiMsviVIGW7Ue8ovWtBgzo1qoOADZDCejptT1Pm5AfL9/o8YGOtTub8pB39Lp5ms4mZmRmH7FhIxEK+QqEAAJidncXa2homJiZw9tlnY8+ePejt7UWtVgt5MZx4e/ImEPZKgM3pHvVsCQQUUGhUxRofNRa6yD6Fox4vf/uUmBUkPbQHgAtna/W2FUqfN8T/lWHbeUE6Tp0jXzSmnbJpp4BV0NQoRClOn/BaIKfbNu2ZLNYIqedAQ09wkM/n3cvdmDakgvXNs4Kgdko+CphYo8jwKyMqyr/0wDhvPOgN2IgKkS81IqNGdacSa9P0PBTyH9+xk8lkAKynyoaHh7Fnzx6MjY25YlgFKHras+9Ibx/4tnxqvV9t34IWe59dc/sd5cDnxbN/Pr2hxpY6TU+oJX9Z+bDkk23VCz4ZVZm3Y7bz6uNHbT/KebLRbs6f71qf3rDjjcViIdmxaakosk6o3Zmju/l8c8Y2op6lepBrp8BE51fvsTqJ88P/1cZpFMk3j+p4bZd2PEBh1IPb6/h2z3Q67TwdIlEFJ9yezPoTAK6+o6uryxU1agrHB1aijAzbC4IgFBrXQ9R4HxfZAiX+7TtrxOZoLehRImCi8eRvzqGmBKJCy1uRLxXBz31KVdvWZ7b7Thnb/u1j+iilaYXQghoqGFUy6qlaoGV/WAWv59fo6aK2r6pYtmP06WnpeRuxWCz0PhmmIPQcBWsUVYGqJxUEQaiQktGCIAgc/2q0aicS8/w8yI6yvLq66jxVylgymUSxWMTw8LADLfZEXs4Tyc5NFGDxGQTlWfZBd3LZyIrqAJVhnxPFtq2jYPumcqFpc5/esn1gH7dDbEf1qf4oSPHpDquD7TxHASN9tuooCxr1epLOjdUrCuItOGH/rE5RZ5OpQt0+zF13VgdGgVwf8T496oB6gc9WPWR1lR2XFgAT5NkoDHnH2oJnDEBZWlpyx9VnMhm0Wi13zketVsOxY8cQj8dRq9VQLBbR09ODvr6+kJfCHDMnlGAm6r0GVnmQrOCoUOmx5ADc82wYV428GhQKqRovFQ5rXIGN+g+2Q5CjKJfpLf6oktFwZzujqUKn8+JTsko+D0RD3Eo29Mh7OB4KnV5nIxE+JabzRiAJbH53hQ8EaurHp4BSqZTzLtXbUGWsYKKdcrHGQI2V9pc/OmfcjUMwzvoJ3YVBJUJZsNvb7ff0wE6m2O10I50XIHwYW61WCx1Ul81m3Q+dDVs8TBnj1v12HjfvUfIZRh/45ec+vQGEHRdfBEF5VWVE+2f1jwI49ltTkxagbJV28Tl1PnBix2bnR6+xY4haAx848RlWC07arRfnTAGK3bHItdH7rU5stdZrwPiWbQJDOz9bgVoLFO18WmBiwZRepzVrPCdI9ZV1an28q89kPdt2aUcDlIWFhVDKg6iz1VqvKVlcXHSTks1mHfPY44G5OAQlNDDMRWvRrCWfAFilwP5pKkBzuRao8F4NpduwGhCO0FhDapmY99qiNk2P0EuyZAGG9ZY4DxZkWSFXprZKxiojq0ysElRjbWsv7FpZA8/PfOupHoL+2LY4/3yWKjr1NgiidK6sArdK2M6L7s7R59Pbsh6Z3sedbc1m022V1YJinW/WJ9HQ8jyGIAinKRUU7lTi2521YFgdCIKXrq4u5PP5ECCxAIVEo8L29HUUWwEU3zU+gKKg3PKElckofQBsgFJgwwGx8qrf6fEF1sjrzrDtkE93qHNi58YHsKz+sP223/k+t/MYFamxY44ak9oSG32111qHU+u89KyRqLVtN06rU6198T3HOpRBELgobavVCp2ZZXmM41Wni99ZYNRsNp85NSjclQCEjZjmRHmQ2+LiIkqlknd7K8EJDT6NPrchWgOrZA2e7xq7aPxMw27AZkGwf9scHw1EEASh8yz0WVZBkSl1iyWZp90pf74oiH1Ou2vstfqjTGzHYIXNppDUgPsEx7Zh79Xn630+r8J6B/ye66iKTgWePKRgxwIt9UKsYlFgwHsJjjStYwEEsHEaJcfHOolmc+M9LroOTFPYea3Vau4QJvuMnUiVSsW9m4vAQp0HfXdXpVJx47c8ZA2lKn4AmyJ7ltoZPP1bjSf5TgsTlf9tJDEKAKusWeNs9RiNkEaI1LhvR/bbjZF9ipoPJZ+DY6kdoFBDa3c8sl8+sNYOCEXpDXuvb361fkznRXWe8oCS1Rs+3aG8wXUkn9pnWZ1DUMHIB8EFo7WqC7Xukj+6hf8ZB1CWlpZcNbkqWX6WTCbdS9gqlQpOnDiBarXqjsNXw0Mwo8zDNvgdsNnztp4+sPm4dhva04WkolHlz3a4w4bAQRlYGUAZQpGsCo4KANvUNvi5KlclGw2IAmQ+EGC9I/U0qWSj0mU+xet7jjUCCizsWvG3Km4abJ/R5pjtoWY+4eYaqietvOAzUjbUrMpTCySBDcVgtz9rVIO8qmPhqyD4Pha+vTudTgNAKEqohzJxh4rWuzBE2y6Uf7oTa9B83q0aduqOcrmMer2OfD7vlSkLetX4+4pmoxwdSxYk2D5SfqyhVT1l06YKaqKepbzKuaBxU/1FvvPx9XbIggHfjy+6EeUMKrUDL3btfPPTrh3fetrIqdU/CjSs86SpMmtjfH3Te/S3XRe9V0G46i+fY6PtMe3JHbE8uoBRVo2gkRe11sUW8p8M7WiAwm2Ovv3givKDYH2HwtTUFJaXl1EoFJwx1wJC63nQYNGrjNopQbKfWW+a/QPCu28sKFAUq+daKNPbNslk2g9lGjXGNoVhQ51WKSpKjxqr7YtVijZMqUIcpWisIvEpDuv9sG07n7YNjtU3H1bR6Nit9xEE4VoeBV86Xh8A04JlH0DRlwjSe9UdOVxX5RM9F0eVn1UawPqBSSwKt+sFwEUR+KZjjo9bD0/WYz6diIDLRg3tHDSb6+c2LC0tYXl5GcViMZT64j3WkFq5t15yO4q6xjoFKucka7SsR+/TGxbUk2z7qhd52JvybpSX76MooK56UXWt1c1Wf0QBiCiAwudZ/eFLlWp/da1JFnj49Jl+Tx1CB0DTrTZaouNXGVUAobpD5Z19tDVq2rZ1rBRE6JxbUMuDPjl+PkezAa1Wy0VsSXw/1HZpRwMUGm7dDqmGh4tKYZqdncX09DTGx8e9TAiEGZsCrvv9o846aGewrXflUzD80ZCaGhXmyn3hObZthTgKUJChtD0+h237ctTaVpTgK9iz6RjtR5QnZBW/7xkWZFgB1+iJBSe65lFKxoIT7aN+TwXD6BeA0JHTCpCpMKxStaFU6wUB64KvbyVVXlcjofyliq+rqwt9fX3unVTlctm9h2pubg7ZbNbtOCIQ5tu/FxYW0Gq13E45vtwwn8+f9Iu/Tiey0VJGvVQ587vV1VWUSiVXlM+dPMDmCJ4aEgJL0nZSYupFa/sklRWfXKqBIF9tte1VvWYfSCHfKwBvtVqbHDzVF081umbBSRT5dO527iP5ok2+yIbPIdV7LXiz0QmdP37H9lXuOa9az+HjKbZJ3cPfNp2jDpV1bNR5t46RtsE1phOjJ8rSKQqCwLVNm0Q7okfjAwi9tHK7tKMBCgs7yVSaquAk8Vj7IFg/jvro0aM4dOgQEolEKPRqUwQWPStj2ets1IEMpMZQhUZ3ULC//Jz3qwHTEJkWAqsXzdw5mUqJbVnQQvBFRaOHeJHRbHsa0vMJqZ0bFVDf3Gof9Tuf96LzryBDhVH7rx6CKjS9zwdg9Fn8XwtifeBEw9x8ti0k1ep3rhvXl+1Yr4VCzcPWlG98AIU/5Jd4fL2QVgFFq7VeRH7ixAkcOXIEi4uLSKVSGBoacq9sZz/4VnBVglq7tFOJ0RM7nxoB0Qjj8vKyS4+lUikvT/qIvEIZ0mhkOyCun1uZtc6N6g39rQCYDo6N7PF68gr/94EU/VvnR/lCDa0l1ZPWKYxy8Ei6kyhqrtrpFX2mNdB2XO30lI6FOtXOkX2+DxiqI6rADwjXJLINzjGfZ6OiVo/xeXzdhfK6AhLrFKlTFYvF3Ksd2IdGo+EOMSRgV0eK/GV3QWpfT4Z2NEABEApbcZJpcHWi+G6UY8eO4dixY9i7d2/IG7AABQgbMl6rhl49h60MnRpzn6cCbCgzMhjbisfjoTfMqgCRES3zknxRCv1Oi4H18J52uVQ7T3YMvmfqeG24W//2KQ3fPCr40FCmVY5WEetnKvTq+fg8U6bhNHphzxjh+jGkaSM7nFf2gYd62TCv1sJQuRCccH60+EzBls4HASjPYmFolUqoq6vLnaa6sLDgtuun02knMzTk3NlSLpexuLiImZmZbXmqpzP5+IXENee68NUF8/PzyGQyrjbNJxvAZr6zxdHqHfuASJSjpKBfn0UeY32Ifs+aJC2qBTYX7yvf2OewfQX7CuDUyNn+6/Ns33zz7gND9h4LcDRyy++sHrC6Q+fWRj6szrbt2IilD4TYz4Fw+t7qOsqlPod9s04NdYDWjage86V12L7qep0H1R0A3HvqeC4QeXhlZQXz8/MIggDLy8vuLCFGeWOxWGinrOorfanvdmhHAxSGvBle4omoyiREkUGwfgT5sWPH8NBDD2FgYMCFtBuNhlP+PjRvIym+EKZdaDVYPmPsi7qocSQzKHNyxxIXWHOZPmDl+46AjM9k+ko943q97k7T9IUzNRQObBhiq/BIUYDBAjtNhyj4ss+xAmrXh8/WtrVP6n1wXOQhTc+op2gVDKNaHB9/1DNTBcP2dAzcTcN2qBD4QjcNmyqfsZpeX22u86mgyx70pIYVAEqlEo4cOYLjx4+7s1KojHRcfC9Ns9kMneOzU4lrbt8Aa40LDXC9XsfMzAxOnDjhXjga5TVHEXnThu596QbAnx5m3/RvHZNNT5L0vBcSnTltx+eo+fQI54c6grzIvmldXTuQomP2AcV2ZEGH1QUWQPocG322BRJWd6hs6zwRDOguPW1P00Y+3aPraYET+UXnS9vgelJfUGdERZMpv/b0aQtQtD2tz+NPPp9HqVRCIpHA7OwsarWaA8hW36sDBTyDjrq3k2iFjItD0LK6uoqFhQU88cQTOPvsszE6OurC3jQeNgJAUkHS52jYXp/tI6tsogAKjYmGh1UR0EjpPnZfyigKNPiUWiKRCL0mW8EehdJ6B3ZurKenkQorCDp+69FYL0wBoRUm2zcdu863T0kokLQ7Y3iPDVOqF6LjsIpIPR5+ptEPX/qHL+diCkENpPVEtGYlykhqSJ/gIggCp0QSiQT6+/vR19eHrq4uLC0toVKpANg46I/ppWw2694jxM9PxjifbqROja678hzlgmu/uLiIyclJ9Pf3u0iTL5KhpEaOZCOT6hnrfT7nBohOwejn7L9eo2k5BScKyIFwqsuCE6ublEfJlyo3qgN4vy/SS7m0KRMfWOO9vmiGOgVWFyiQiQIJFszYtVQ51poRC3ItP7HP1nnhtVZn6vOsY2WjpORTddb12ep8Wt3hI61boe5l9I3jSqVSyOVySKVSCIL1CKNGsqlf1OHh588YgKLej4boCEqCINi0FYpRlG984xvuCPJ4PO4Ei6SCYf/nDwECmZbG3IdMeQ1JGdgadgqqr+6lq6srVK/AQiQfcgU2b3lWpQJsbIGkF6DnomiqR0GCCr/W8ajxV8G14W2SLy9JgbT57SAI3LZr/q378tl/jpn94Hh1/ahMyUNqrEjW+7DFrjoHegy45RfOEcerniafz8Ix9kWBlo24EGjYfthnJxIJpNPpUN0JjVSz2XR8n81mMTQ0hFwuh1qtFuJrhnf59uVUKuX4jG/93alE/vIBbmBz+qPZXH+tBqMofX19TrfodUo+D1wjCAoMFNBaIwVsdnxs/3w/fJZum7fb1m2bFqREgQZriHmvyp7Vb9qujs/qP32Wkp0b1Q1qzK28q0OjxlpT5nbsdu3YlgUHPoDre76d8yhH2M6LRh98wETTOFuBE00JKfDRNWCb2hafbyPGTB2n02lUKhVXI8k2ent7kUwmXf0c5+pkTqDe0QDFZ/isF2OvqVQqqFQqOHz4MMbGxlwqgwvh84LaeUn8WxEi88D8oYJTI289Juu9qSArUqcA8BApNe4WSFiy0QENySooYP90i6t6PZpGUFIE7Ytm+LxBVTA2l6qGV+dLgY0W9+kacW14v6bDCMJUuFWxWIWkY2C71uuyAEHBGqNeGoKmACswUSVvgRzPI/FtS9S+cqyqEPRa6yHGYuuvcy8Wi2g2109cpvGlbOhLDtXT45uAdyJZg2K/I+kaN5tNLCws4Pjx4ygUCkgmk8jn8yHZsF7zVn1QT9waJK6PTcuQR2xbdiyx2MaZS8rbWvBsx6nE+1TnKR8pSNHUt9URVidZmbJ61xruKFBjIwpRAMH2yRcB9QEKq+u1Lep5rfGwcxil9xTw6XV27rUAVvmBcq3ZAy1+1vmlHrc1J3y+fS7HZcG3tsdx8k3t/f39rm+pVGpTitqCpu3KB7DDAYp6scDmCeR3auhY/HfkyBH09/ejv78fu3bt2uRpsj2SXcwoYdKaDisQZDifB6PKQL0X+wwyghpaRba+Qk8LRBSQqMCQqdRjVy+B/fSBCzs3PtBghcGnPDTyosZQFaoKrL1e29VQrK4Z2+zq6nI1HwoQrCcVBU54vSpJvZf1PBo1oWIhQGEhrLZlDZIqGQU5HLONqBBUaITPghkF1n19fdi1a5d7rXuhUHD94tj5nhoSi853KqmSVB7R77XWiutbq9UwPT2NfD6PTCbjvETlv61IDVSUEbDGkFFgyxs6Bo3OWEBh9ZVuFdX5UBlQPWU9fisHNJIKxtXRYP+13+3ACb9XebL3qN5gmxZIWxnWiKQ+z6c7gM3pcxtpsLtVooCOzrHvuq1AhT7TggiCEws6OV62pyDHd40PcCkQVYrF1qO02WwWxWLRzQNr3tQ5Urunjuh2aMcDFB8KtEynwtfT04N6vY5SqYRHH30UAwMDyOfzGBgYCBlF611YQOFrXxdRDboCFWU6G7ZTobGMoaBCP1OgsrKyEsqbW1DBlE1UJIDMTq+fx//zVd8kBVnWc6fwqFCrB+RTBJoPVYVmlYztL9tWAMK1oqKkwbYGhJ6IFpVZIMh++sCVvYZKgAqQ61yv153R4HMIiqxiUwG2hsiGZjXawrUif6v3EzV3+sMIis6fKmi2sbKy4kChPYBpp1G7CIqVO/XO19bWsLi4iGPHjiGXyyGXyzkwaFNtlnxyEKU7lBcokzZioAbfByZs+xYM6ZvVNdXrq6vzgS8FKBZEMWXOeeGztc+q+2z0wwdS7Fzqj+owX+RWSUGnT9Y1kmtrafi5TYNsB6BwziywVAOuqXvOpeoOdT7sWBWs6Zh8dS9cC30prk1Z6Rr7dG9X1/pb2/P5vGvPppuUH9i/Z8zLAtWQWQb1KR0AIUGZmZnBt7/9bYyNjSGbzYaKQi2yt4ymC6hRDX5GhlVlo8jYhvBs8ROfYT0gyzy8zm555fe8XnPCvnlU5cT2m831Y81Z7KTRGRbTkgG5Fqqsgc1K2QdQaFwpiIrgVRH7wIkeksYtbjqPNNg0LhR4nvehSob9UsDgUyj8TMfIubJnmqytrYXSOfS47cnACvZUYel8KW9xfViLA4TraayXrjLBNhRUcm0JPBhB4XpUKpXQy+/q9borqN2J5PN8rYHj2hCk8VoecHf8+HEMDAy4Gh27nj7ygQgl5W8g/MI4C1JUZ+jz9Bnapm0bQMhw+HScGjP9X9M85B/OkfK+zjF5zDo4ahx9Tie/p+wpQNM6M7t7RfW4tsP2+b32XZ+r0QnVrXbHjLU1UeSLpqhN8O2uoYNla9U02q5rbsEIv9P/eR/lWccUZV8s/ygo1QiORllVf2th7jMGoOhiaUGmBSi6CK1WC8lk0hmSqakpPP7449i9ezf6+/tDBl6ZxAqvCqzPC7IREGU2VTpkfF91dVTURg2KPpegQc/GUCNnUz3A5oOkaJC0LW7DtgCGBZtsh33yeUYANn1vc8E04DSMPqXJv9VrYT8ZQVJlRWCl+/D5LOZLOR8KPnxzpJEoXRMqmJWVldDBRYxoJJNJpNPpTVsRuSbaHudGt5IrL7BPa2tr7kwBjkcPc9M513nXNrQtvvWYYLHZbLr3z3R3d7t3WnGOCMh2Ktntk+otW4CqMsf1qtVqmJ2dxczMDIaHh5HJZEKA1UdqnCxwt5ECXSO9LwiCUI2bFj6SZzRCAIRlhXpQibKh92o/1Jja6IwCe86Rpo9sVJX363uQ7JxbncJnEUiwLxo90dSpjSr4xsS+KEDgfeQJjYqpc0OHQw8/s4DK2gUFgRZM6plGCrji8Xjo2AGN9PJeyqJGfywIsqSRfAUnvkjyVuBLdS91q7YfBIE7ooDjf8acg0KAAmATOLHAQBUCBRxYPylzcnISy8vL6O/vd/fYMKCSVUBqcHzASEN96knoYrLf+l4XRcXqzSvjUGi1CFcr1DlenQ8VHB8qVg+bhpDGloLL8bGPagTVs0smkyEFpPOj80wFo8e5c9xUDDoHFF6ds5WVFcRiMXe+DYWac0JBUSBkQZP1HkiqFGy0i4qFILPV2tim3dPTg3Q6jVQqFQK6vFf/t2FvTcfxWvZBX4VOYEJgp323kSgbKWL/K5UKSqUSgHW54lvAAbiD2pgi1KjgTiWujxorn2HReaLB5NgrlQrm5+dRLpfR39/vanaAzbv/lHwAwl6nvO6LnqnzpDpEowr6nFarFTJu1FmqmzRV3Gq1Np0Rw7aoZ9gnBXCcS+ogyqReR8Cisg2Ez8dQh8fnjLE9PlMjouyfjk3nnY4i+xkEgeunPftDZY0pDHWMNeoSJQ/aD3XKFGTaWhONmkQdo8G2fREw6zyrntGosy8a5HO47VpTpzQaDXfYI50brqPyKp9noyxb0Y4GKFaxkFTw7WJyK60idr7ldWhoCK1Wyx2Pr89RJmS7iuYV7Z/sGKw3Z7eEWU/BGiC2QabR9yVYxWDDwdZgafRBoxMKLAhSWBzIHUVqoK3nRaRulYRuXeW2NZ5sa3PsCsYAuOtZU1StVp0S0XZXVlZQLpddSiKdTm86Nl5BmSp5Pt9GfegxAAilPmKxmEvj8LeGvdkerwU2PBoFogTemt7is5hKohHhs9SYaOTPKiNdZ77lmNESrrd6wlpHsLa25nbC7eQiWQvGo0CCXk8e5JyyUJhveVX+th61r02utQJj60DoPTaqQz5RUMC/lYfVydJxWsAFIMSHdr7Yh6gIkc6lghSNzmiRJx00Ndaqhzgvqlt9IIORUi0M90VOdC509x7lyUZ6FJww4qORlSh+aac3bLpD9THb1519voiQHY+Nmlh7peCIgIi8HLU92QdObKSLp0vX6/VQNFd5RftOu3Yyu//+nwIoanAsA1l0qTscarUaJicnsXv3bmQyGcesZB6iawU8VgFptMNGJJQ0kmLHocqGBgLwny6oAECBEQ0KQ4bsmxonH5jjdWoge3p6XBifxphtAQgZ4kajgXK5HCrUtSFUhnz5GY05BYTAgfPIubR1Map8rBJQj42h02q1inq9DgDIZDKhl+JZsKDRDP2hktKxqFegBWwck32GjZZo3603bfuj3hYVknpz1tP1GTf+cP1WVlZQq9XciwMt+OU4mNpYW1tDrVZDpVJBrVZzbxPfiaTgxBflIPkiGOTJVquFarWKxcVFVCqV0Im9Kud2LbZ6hvaPZPnIjkX7p/dqNMUCAN6jEV0aMns2keUv7avVZVZe2QZ5WCMDlNl6ve50gqZO1LAD4XfgaJSUdV0AQtEIHZf2w9oG65QQnND4BkEQ6rcFlHqfBQW2vsTqMM4ZdYZv67DVFzoWGzUh2aiszqMCoSjdoeNT4Ml1YfSE0SXykq/ImvPAKPZ2accDlKjPlWl832vhZKPRwNGjR3Hw4EEUCgUnnGR0W4EObAYJvu8tGPEBJl8ftYCPY9FtYkSjalA4F/SIlBm0H7byWxWVzg+vo5DFYjGHkmng+AZcjp3P6enpQTabRVdXF+r1egjp67zy+YrkCZS0UFQFg/OqOU0KIBUVr200Gs6YNptN9+KrZDIZCjFrnhvYfNBbEAROEPlcXq/KhWBNQ7LWY7YpIm1La1R4r4ISBSdMhxHUqYdpwbp6S/Su6QFVq1VUKhX3tuJ0Oh0aA6+rVCqhnTuMUP2/Qlaeo2STuoNrWKvVMD8/j8XFReRyOfT29jq+sgDF97yoiIvqDfWIlXyRDPKOAt2owkl9nk27UIfYebA6V3WbyoMWqlrDDGx+6zePNCAIIABUw2ydKPKfFtZzbFrbprKkYETlUKMnGh1QcKKRSl0z60yo3tD6DLvV1wdM7K4n5Q+NiPG3rp/aC72ea8DrNf2sO/6oay2gtsDHgpMgCNy8aP/5XH3nGAAHJLdDO17DkBHIWD5P2EdqlNbW1nDixAk8+eST2LVrlwtlM2pgwYYvYsNnKvk8Y9+1lmlt2obhUrsDSMdL4n3JZBIAXCSF41CFwjlS46+CQ0YGEBJoGnVFzUzXsPg0nU6Hws0cM9tg+6oAdR2tQlMlmkgk3PoQfCQSCeRyudDpqY1GA8vLy1hbW0MymXTgxOap2R/+beuAmDbTUC+Viaap+JnPY1aPKiqkbQtaVbno2vNZVmFyLdt5UeT9WCyGarWK2dlZNBoNZ1w1VRQE69FFergEJ4yc7WRSY+ZLzVrDrLqEPA+s89jCwgLm5uYwMDAQOk9JDSQpCrDYZ6ue0agsv/f9rfKr4EYBghp72y/KF8dqa9ls3yzxcy06tk4VsFEDSDlqtVqhw710N57Wn6mu5xZWfbaum0/3q6PDqIZGPym/ClBWV1ddfVdUYaw+U9M3BF58A7BGL3zARMGltguEz37SOfXZIj5HgZg+m3McNRZLPlngLj7u+FO9ymvo0GiBcSKxfsL1dmnHAxQg7MlaRrXCrgaWtLq6isXFRRw5cgT79+/H+Pj4pn3ctl1fVCRKifC5+rlF39Z71xC09aytslEjR8HX49cVpARB4NoDNm8XJClQUqOrDNhoNEIFp/l83oVwNQ2k9TB8FtE7EbZ6PTZtRyOtBXHWgDOawN0ybJfjZrGq5qntvDNfrtuEqXQ0x6pb/rh7xobWrWLhZ+q5ci713igvTz1CAgSto9F2lUctQOGz1tbWUC6XMT8/j9XVVRQKBRQKBcRiG28i1Rwzn63gyOfB7xRSQ27XLmpcdv2ohJeWljA9PR16AalGPSyg8EVfo0BLlMHw3WcdFoIFHaNu8bW8qM6Gggp1MOxuHF+qjEbf1rewfZVbTdGobiLv+lJmthjXt2aq71W/cWwqF/oOLKbWVWeS3zUyqgBIazsUoFCfaI2LLYC1xyrYsejY7Vz6AKnVF9ZJ9kVO1En18Zt+T3vCwliCS0a9VHepLuXzbeH/VrSjAYoyq92+a0OYpGaz6cLZul1vdXUVk5OT+OY3v4nu7m4Ui0Wk0+mQsVKgAWwOk1olYz+zTBZ1jS2MVM+kt7fXgQMNn1qlR2BBoMJcL6MNatx4jyofbYNGkcKlUQ0tpOSztA0gXCNDYKVgUl/L7VMm9GiowAhwCFZisZhLN3FNOTc0qpp+IZDTNaQypjKhIuf6W3CiXoiNWChf+MLrXCcCJc3r8n59uR+v0V1BBEWWX9Qoch4toF5bW3OvSW82N94hVSqV3POpYAjMrFen4G+nkgJwawjVEKghokFUY1Kr1TAzM4N8Po9UKuVO1lRDZuUe8Be/RlGUY2OviVL+1qirnrTOh42kaIqADghl2AIujoX3KvDR9jUypNFi1WHWsdQ2Sfq5dbTUaKteos7gb8qyRnQpw3Y3jQWeGq3QWhOVIcqY1qlprYkvum6jJSQfKOHzVXZtilGjUxrp0HmkXlQHUZ/J62q1GpaWlrC4uIhGo+F2+XFNOS8EKDpf7N92accDFN0mpflDfm+JAIWhWDWmc3NzeOihh9y7SAYGBlw7OtG2D75wrv6OAib62zKiHQcBlVapA5tf1qdERaOhRq20VsVM5tL6lyAInDKiYPf29gLApqiICoMKOK9RA8c+UynZdJFVMPRONPqlW2oVcLF9zifBiUYcVAlZb8MWtPFvzqcKuUa1dM60Tc1H61paUKPKjICZio0RKZ6nojUnCohscZoqGsoKo0vz8/P4zne+g6NHj2JtbS3kWcbj8U3H/1PpqUfNwuOdSOR/y++2doFEvlKvmvPVaDQwPz/vImpdXeuvD2gHUigvPlBhDb72Qf+2gFR/bHTERon0HkuqH1QutE0Ws9uIDeWRfK6RN51n9t8XUdS21JmImiP9H9j8LjALYKzc6nknWvtGp8tGxTgfOt+qNzSlZlMrehyAD5yoTvKto+UNC0oUnHANbcRXa9x8AFOJwIp9rdfrWFhYwNTUFE6cOOFqh1Rn6/8aUVHna7u0owGK3cOtRX3AhufOVA1Pw6SR40LZCWMUBVjf9UFjZA2OLjAQ3hJKZlIG8OUWLYCxSoY/NOK2wlvBkz5PPQB6zfo8fq9Gi9+RsTOZzCbES3CQTCZDXjTrFMjQGrqk0dMctAoX+8noDO8HNnYNMVVEhufYWTehhwJxpwm9vUwm41I/VC6MUKgxiqoP4Vh01wAFXRWbKhVVFir0WgzM8Wl0S0PE5FFGh/SMGJ/y0ggY5YCGVPtfLpdx+PBhPPzww5iamnLfE3wGQYBUKoVkMumUOACXk+ec7OSD2tRQ8cfWPHGNrDySyKO8rlqtYmlpCeVy2dVCadhbDaWS1Qf2O34eFR2xIEWNFhB+8y31kIIHC3z4v40y2+t8fVQgpCketqVF/LafCt4t2PYZUdWzGiEif7J9RghVVytA5RxQDhnRpUxYh8DWmfjm3joOdsddVDmCBSgkO3Yb3dKomM4lHSp7noq1XRbAqs1S+1YulzE5OYnDhw9jdnY2pKeUbzQ6pHMG4KQirzsaoHCCKXA2xEQmIxNyErPZrFug/v5+DA4OupB5T08PhoeHXZGnGkcaWDKC9YraCXuUJ6TG1o5Nn6OIXRGqGnuL6hUcaQpGiznV22fbOjaN1ADhHT7sM09PJfCjUVShYtsauVJwAmwUj+na8m87T1SuGn1gX2q1muuTeg2cR80Zs12bW9e5Z38ZxVAh1/y8Ahy9X/P0NpdLz8saRwI2AgU9lJD3W8Ogf2tESuesVCrh8ccfx3e+8x0cP34cKysroZ1NWtSnikYjPPTIogzmTiDykjUW1lvnjh2uHecjk8m4omx6xL29vejr6wud5qvF+DYd4TPyUSBASWXDFxHZytHRSIf11q3OoqwzEqs1ItYg2oiIGkJNc3AuFZCrY6Q7cnQOrHwCG06orqHVpfqZnWfVb3SyNJ2skVrqDC2wpbzZdWO7mtpRR1rXy+oLK9sKFFTn2fnTNSM/Rr3Oo137vu+CYP1gwpmZGUxOTmJubg61Wi3kqGmEkfpDHTjyn25h34p2NEAhWaNiq8/JJL29vaEoxNDQEC644AKMjIygr6/PAZyurq5NYT0VLpvaUKaygqB/R4UqbUjM562ooKs3wj4pMFMGZJ/oUWgOVo2kRhJUeZDoLfO6rq4u520oeNP55njViLMv+r0VEgVivF+NhCo8zhe9H+60IThl8RsVrCoYXsuUho1AqAeqkRStddJ10blXz0QVPaNZTDUqOKEB1BoX7ozS8Lc1Atq25TFGkQgypqen8dhjj+H48eNoNBrI5/OYmJhAOp1GLBbDwsKC23YMhE8h5v/sp4+fdwpZT9wac71Ga69isfWXK46MjGB8fBzFYtGBVgAuJcDPrKGN0ht6jf5tPXTbf+vcWMeC96h+0KJMGnaNoNp50lopBQJW5oMgfJiinU8F++r5a2RVa6LIzxaIq3OjugMIbzKwkR879yq7LGalk8dIsUYsFRRQblWf+SIiFghrissHUHw8qnrRpp7VCVIgZIthfQ6y9s3yn853LBZDvV7H7Owsjh49ihMnTqBWqzlAzkg7C2e1jED53+eIb0U7GqDoBADh95oos1BJc/taPB7Hvn37cMEFF+Ccc85BPp933qO+X0YjCxqBUVTJ9hXdRoELG3a17Wh/7XP4HQDHAPxMjSGwYcCscNLA6lY6DdPTg+E4dC5oyNmOCqr2VcPa+k4OFloyCmD7rIpSC1LV8+QzrFLn9+rVUMEwNcIxqGIkoNGwMsl6nLqW9kwaq1z0HhVQ3qcgiYqcykVTOfqiQxuNUZ7UMLXPU6ZyXFpawmOPPYZHHnkEMzMz6OnpwdjYGHbv3o2enh53+JqCtmw2CwDuPRva75PxhE43ou6wjoEPdJFvY7H11yiMjY3h4MGDmJiYQD6fD0UiLKls2KgD11Ojgfxcf0cZMI0oqPElWY+Yhlt3xGlbJB+g0CMPKNsKrC1wt1ub1WBpOk152joHCgpUf2l/1ejZa3Vd9Toru+RljXrYglKVWQUzvn74IhTaFx9IsmvGv3U9yJ86t+wvoz3tTqFV0vnW5ygo4nfNZhNLS0s4fvw4jh07hlKphEQigWKxiGKx6HQH+8Rn0xFW22dTV1vRjgYoGi7jBCjTkBh1IONmMhmcc845uPDCC5HNZt1BVHpkOdtUpgXC4XRrJH2hUm1Pr6cRpsehfbYKyioajkkFn9epkSVzqbfB77l1lgepxeNxl9bSNIyeCaKCY0PeQPjtn7yHaJ8GTttRcEJFXa/XUa1WEY/Hkc1mXTGezgPJZ2DUK+TOHQKqZrPpDltTRcN+W29VFarOmzVkug6qFPidhmK1YEyfwboemy/WZ3KuOD6rYDhHJLbZ1dWFxcVFPP7443jkkUcwOTkJABgfH8fevXtRKBTciagsIOfcsw4lnU6jq6vLbTEkkNmppAZaQ9A+o831TSQS6Ovrw8TEhHu5qO788EUylGzEgzxrvX1fBESNlBLvt0BE+63Ez2xNhtUjUTIPhN+iTXCtMq39UD63htjepwCFc6DbVNUL96V86XDE4/FQVEvn3YIlu1aUL921Q1BAB1ajxtQPBEQ6Po26K5/5DHQU2CRf2vo4vUdrZeyZKurM6RxbEKTzpDqv1VpPC09OTuLo0aOYn59Hq9VCX18f+vv7kclkQik6btXWH7bLOXzGABSfErdGikSD3NXV5SZ3bW0NMzMzjtE0vKeGXhWGT8kAG4uvnpQKuIINX8Gcj2Es8rfKRpWbXmcVlhpcMj0NNU8C7OrqQjabdQzP+VVPWeeFjKwAQiMwHKMePa9903nSHGatVsPy8rJLyTHEquCHz7f1LhpVUKVBMKKHC2lNBRBOQ2k7+nyOi3yiik6VkRocel26bZhrQWWi2xztCwwV8FqQrIpPoyX8nkCzXC7j8ccfxze+8Q0cPXoUQRCgr68PxWLRRVZKpRJWVlaQy+UcOOHhdIlEAoVCAT09Pe7MGRYe71RSXlZDqiDeGopkMolCoeDqTAi81RO2+oHPYntAOFqhhlufpxEVVfD6ufKuD4joM+33HDf7oH1ToKZ6QyOIHDsQ3tGj8medI+2XjQSqcVTdqNdov63epU6r1WqhdArbbOfc6BzpGBgpCoLAnQekB49Z+bQ6SCNLXCcFmDZypHNCntMdhTpm6jfdpWPrg/THRnoUcOrnqstarZYrilVwwvOm4vF4KOugaXLKFMETnUS+4HS7tOMBCmsrNLzHidffNFDDw8PYs2cPcrmcU8oMiasnb40+sDlnp2hXn6efWeOshtB6TbZNNYIKmNhWlFLi9+qhqVdjUwzqhViEbmtFNPyqBlEFVO8FNgQzFouFBJZnufg8Fa6rtmWLyyikHAM/U2+TBZ8sgNPjq3XOVFFyrAqKFAjbsasyVPDFuhj+2PXUE2ipYDSsqv1T8MP+6VxYgMTwarlcxvT0NJ544glMTU25E3V5dsHU1JTbmZPJZNy7ilqtljuFl4WgVDStVstted6ppIrURjtsBIwOTCaTQX9/P1KpFJrNpjuoSnnGGkWVed/66d/qCNmoCnlc3xNmoy3apvKz75lKNnKkY1G9wX4oSFcvX3WYjYiojmGdiX0GieAACEeK9VgEOqTUC7aeReckamz6HKunCU4IEDTyup00hS96outi+USvYeRIdbXqHK0z0bS91Qm+tdBxcv5816ytrb/Ub3p6GsePH8f8/LwD6XTa9L06ukspCAIXMafzxTVqtVohp3Yr2tEAhRNtkSmJn3Eik8kkJiYmcODAASSTSad41LBQ2WtayCqYKIHWhVcUruFjVWaallJg4AMoRKP6DKtItR/6TPUy9NwUC4YajYZLM7BNXqvPppK0/aGHR2alkHLHRywWc7tFVOD1jBM+S7fi6vro/yqQClC0T8yNamiWz7KKQvnGAhY9iRcIpwjIgzQWNp2jHgwjQzybRYGxtqPj5PcESerdsu+6M4sKvNFo4Pjx43jkkUdw/Phx92yCDD2mWqNV5BM9YbO7uxvVahXLy8sOWO7kbcY+gA+EnQvKLrD+3qmhoSEMDQ0hm82GZIz3aTSTz1BHR7/jPfZvNWhaVMl14XM19K+eMvvNNpV/osbM5/nmQh0QTTWQFKTYtJG2EwUsVO8C2NRXrfujc6OFott1KnVefGtNUjnkWO3ZSGonfDrY91xfRMsCU7UVmtLRdbQHvXFefGNUgOpbf7V9ynetVsuddzIzM4OlpSXnlPB+zoVGqgk8tf14PB6q97N1j1uR/217begf/uEf8PKXvxzj4+OIxWL41Kc+Ffo+CALccsstGB8fRyqVwtVXX40HH3wwdE2j0cAv/dIvYXBwEJlMBj/yIz+Co0ePnmxXQqSCSEEgYzGvPjExgTPPPBPDw8POUNq0hZIKjh2jVQjWC9OFp8FVBtPXg9tKawqHbkPV3+rV2B9foR77Q0HWiIYvrGgPZeKz+JuhVNYh6A/rWnSrr86HzimfxfZo+GxtEbDB7Krk2s29jkWBj867TQP6gK4qX2uMdL1UCO3OJj43lUq5KIU9OpvP4m/lH1UgVgGo90RlqsplYWEBKysrrq4km826t+7yWtafHDt2DEePHsX09DSq1apTnLVaDcePH8eRI0dw7NgxTE9PY2FhAaVSyctrPjod9YZPXhVkknd49MCuXbtCu3ZsKiFKJ7T7PKoftn0N69stq5aH1PHRH1vH4Ivg2j7aubHXAuHDxaKcRV5HHaEyovUd+tZwjQwqiOcY2R7bspFEnVO9T8dhdbx1uNTBUF3tO5bAt86qb33zrPU8jPbyQE06XIlEwkUs0+m02yV2MpETGz2x33HMKysrqFQqobRvIrH+nrO+vj7k8/nQ1noCyJWVFSwvL6NUKjknhu9CW1hYwOzsLBYWFrC8vHxSBzyedASlUqngwgsvxBve8Ab82I/92Kbvb7/9dnz4wx/GXXfdhTPPPBO33norfuiHfggPP/wwcrkcAOCmm27Cpz/9adxzzz0oFou4+eab8bKXvQxf+cpXNqUytiIuiIYS1TiQQQYGBnDuuediz5497lwTACGE7gMjGvmw4VcVmO32k/cr02iEhlEdK+xkPo5T0x1AOKpgd5loH6zBVUHS+dJ5tePg/DI1o/lmGxHSM04UJAVB4HY/WEFmREDH6ANYdhxcI1Ua/F8Bid2JQoOgSpvP1ciIFWh+p2FvW5/CnQBqVPhbecy3lmqYLCgise9sh0Wsy8vLqNVqiMfjGB4exsjIiFs7gkxNPa2urmJpacmlwbg2mnPnmuVyOeRyuUgw7KPTTW/YObQeJH+6u7vR39+P8fFxjIyMIJPJuHs0MmDlTH8r+aKv29EfFrAqf2htipVjfYZ6/b7ojTV0eo01uFE72WwqQ/WrT159bdNJsRFn7S91jjprdnw2WmF1aVT0SccVi8VCR8OrrNuIjb1P2+b96tToOvkcINUV+qNRLcs/ageUR6IiS9ofgiQ6i/F4HPl8HplMZtMaaSSaQQB72KQ62YyaafHyduikAcq1116La6+91vtdEAS444478Ku/+qu47rrrAAC///u/j5GREdx999244YYbsLS0hI9//OP4wz/8Q7zwhS8EAPzRH/0Rdu/ejc9//vP44R/+4ZPqj3roNGBKDE3t2rULZ5xxBvr6+rzFW/ZeXXSbeuFk62fWcPiAgUXraogJSnTXDD/j89UDsikKfaYCDht20xAdvRUAoTCdKhGmBVTJ8DoqEQ29sm16NUT48Xg8VEwXj8ddFIGKQgtJ1WioslMAwrXRUKj2j58xjcHn81kULIYqfTygc6lRHB9I4rPp9fAcFnsmgQJTq2SsUvUpGruW7KMWGbOAMZfLhdJJnD9VNgQqpVIJpVIJ5XIZ1WoV5XI5dLImgBDIOhk63fQGn0tSZa2ymkwmUSwWMTY25l6BoUA6SmewDbuONsSuz48CNGzPeseWP7Rf1A9W96j82B9fhMSn1yhvlHfLT7zfRnaCIHyCLK9RGdBopEaTdJsz9aZN7SjwsXo5CuDr9Xa+6RzoYW3aP43yWLm082g/90WyOB8EInosvgITC4i0/ShgonZOr9U5Jzih05JMJpHL5UJg0QcmqUcZVa/VaqhWq6hUKqGxWpC2HTqlNSiPP/44pqam8KIXvch91tvbi+c///n48pe/jBtuuAFf+cpXsLq6GrpmfHwc5513Hr785S97FQ3DRSSGln2CpAaF/6fTaQwNDaGvrw/JZBLVajV0BLwytg9YaPvqNakARgEUZQLLUErKfBagKGJXr8iGeK2Q+fqiTMt+2bAoP1PvnW3w3Qt8rhor9qdSqbgUDwswmWJgekMr/TVaQ6+dfdMoiqZqNHLAe3t6ejblwvk5AYqdQwJCjonrqvxgozIWlOh6UbEQfPlOcqRC9fGXz/D4lI3+aGqtWq06WeHz9UWJ6g3qnLP/jUbDhXjn5uYwPz/vthUvLy+HgMupou+V3gC2pzs0qqcUi62/SiGfz7sXASo/kHygVv+3oFN5aytlbcGFJZUDGlDlGeVRy8u2uNvOi+9ZUUZPPXF+RhnXMShfq+5S3aPnjABwDgYPLaSeUWBEvcnn+9ZBwYQFh9oW+0/doW9A9xlqnRcFWzaaohEWypxeowWw23mhoPbfB8SsHvHxIeeb+kMdVi1FoN6w0T8Fq5oyLpfLKJfLzg4wKsPo7XbplAKUqakpAMDIyEjo85GRERw+fNhd09PTg/7+/k3X8H5Lt912G971rndt+twqdwUCJAqsngpLw2cZ1YZEfc8Cwses+zwjXz99DOkjy2BqnPScFjIF27U52qj2NZJB7wDYeBcOAFd8xuprPs+H9JXxFdQQaFSrVQdSqtUqCoWCy2PqjhuukUZUNArSarVCh8JpRT/XhqBTlaTukAHgwI/15BSMsQ1GF3iwFddHQ8OcC7tlmNuF9djzqPWPAh52DX3f0fOpVCqhubbAxCo55WdNNyWTSQwMDGBsbCwEeKrVKubn53H8+HFMTU055XMq6HulN4Bo3QH4ZVzXlvKnBYn6ufXWo9q3xmSryIptw6ZS2I5tV/mM/zOSonVbGl1RMKOkfKLyrWckcceGHqCmKVMF5DoP6hBZPcfraOzYHv9WB4dEx0B1vwJO1V3W6dL11HnVFItN76hTopEW3k/Hy3eGi11HBYuaCqbM2r5asvyzXR3COWb0g3UvAJzOtOeqWIfc94wgCEKAh1GZ5eVlLC4uYmlpCbOzs5vGEUXfk108dlK26ylEXfP2t78db37zm93/pVIJu3fv3nSd9Y7J9Fogxmfpbw0zWhTs6xv/pyLgsyzg0evZtv7W7+zfKuQW/TKiYkOFunUyKvXDa3p6etwhO1Re3d3dLnxJ4KKpJ36nXpo+g9fQQHJuq9WqQ9G6dx/YqONQxWe9hXg87sBOq9VyRpcKQgvZVNFQ6DkGKj1NpXE7HO9h3wiwtAZDT6dk+7FYzIEQG5JVZWBTUT5gZ0GLj4f0O46HYVWGxdXbtMCEa2eVnUaQOFaCSc7dvn37cMYZZ+DYsWN48sknv+vCdkunWm8A7XWHlXXqB58S1+J037UKXnzAxPbX6gKr6Ns5MNp2lNFSg6lrb9PFClBsCN6CFPISizYV4AP+WipNI1LPWH5XY0/Hh6d+Mw1NQ6qFmWrk+du34aHVajmAQ6Cpc2IjO/ytUU893FGBil7Pe6hX9FoFbOrI8XOtN/EVPus6+PjGB1TsPfxfd0HZt9wrOLEOqAVJlm9UH6bT6VD0nwWz8/PzzjZsh04pQBkdHQWw7u2MjY25z6enp513NDo6ipWVFSwsLIS8oenpaVx55ZXedvnSoyjiBGkxH094bDabWF5exvT0NCqVCtLptFMwWtCoYAPY7Dn4Qob6WwWVDGtTL/xOSUOvivrt87WWQ9M9ZAAaYQ19WmCjO5a0fwp4WGGt1wZBgGq16oQ0Ho+7KnIFJiroPMyLwsrqbbZJhcW+MwrEvqnhJ4BpNBpYXFx0hwSl02nU6/VQVEeVBdvl+jL1pCkkAMhms6GdQ8o7/K2KRo9y9nk7dmeH8on1GslXNgqmfNZsNkOAjgqFYyHfM3pjT3NUz1THxTmzvMLnqOdGHhwaGkI+n8fQ0BAGBwdxKuh7pTeAaN1hHRKfh9psrr8viaktHmSo12t0w1IUyLDXW6NigUJUe8pbvjFYuVLQBYTfW6OgwZciiDKE6iT4AIgFeUC4NsWmr+LxuItAMmrKAkzqGtZEKTC0a6qGk+vYaDRCoF3nIsrR5BzpiwQ1XaVOpJVtPlvXReVSwYjKapRzqevajr+szeE42B+tEdQ109SSptH4fHX+le/YJ19wgGPmazN44ON26ZQClP3792N0dBT33nsvLr74YgDrhuhLX/oS3v/+9wMALr30UiQSCdx777149atfDQCYnJzEN7/5Tdx+++0n9TyNFNjUjnqrtVoNU1NTmJycdBXJTBdoSFApigkUkFilZAGM5qp9SswqFqtwbJ8oEARg2g8yhz5TEbCGCi261iJXpnWssKnQW6+cn2mNCACHxIF1EDA3N4dyuYzl5WUEQeDeIM2fqPoRGmO+xI5eCvtHA8327BrwN5VbvV4PeTy26JNgS4tema5RAeaPzpVd+3bGSD3OKG+V11CREqDotmyuIcGJ5ovVALfLz9soovKzAk+Of3Bw0BstfCr0/dYbSqo7fOtUr9cxPz+P+fl5V3CsfKpz6fNuST5DY+Xd3qsG2AeA9F4bvYjSZ/pMTVX45Fx1h/ZNjRK/05oya6ztPT7eVANud9x1d3djeXnZRTT1mRYw2mfYAtBWq+Wii9QJ2n+dV9WtWqNBeeCZQnr+kN7HdqmvfdvDLRhsxy8krhf7oQ6Gj2/Iq7qdW99bpqlp3/ELdkx8LsEvn+/jEeW/rq71t4CfjGNz0gBleXkZjz76qPv/8ccfx7//+79jYGAAe/bswU033YT3vve9OHToEA4dOoT3vve9SKfTeN3rXgcAKBQKuP7663HzzTejWCxiYGAAb3nLW3D++ee76vynQmREjTIAcAZuZmYGTz75pNsqSOWuoVqSL+QOhIWfDGAVgc+70s9J1oPweQEWsfJzCrHeT2HTPlth53cMVXIcanDpYfB+zoM9VEyvs96ohi9VMPTodI6NxpQMr6FTAKHzbBiWZBSHfdEIkM9zUEWsUTbOpdba6EmRTP8oMFEAQF5RHlDFr2vkMxjqZeg86mcK3DiHPH9GFV9vby/S6XRot4PlR5+3qcpGeSwKpDSbTRf+PZmTZE9HvWGNijXywDo/lEolzM7Oor+/31u0rdTO4Ohcqg6xZOc8CqD4HBtgc9GujpdyY/WUpsf1Ok1zcMz2jB810pra5HwwZcp+2UJtPtNGMXSuNOqnOpDXaW2IGmjqRT0PieNT3RvlZKiBV31voyC2D5oyob7UInVfpFTXW/uo6+iL9Figp3zHudPzYnT3kd0tZG2FOlqWt9gvy+8+u6nRPAWCW9FJA5QHHngA11xzjfuf+d3Xv/71uOuuu/DWt74VtVoNN954IxYWFnD55Zfjc5/7nDvLAAB+8zd/E93d3Xj1q1+NWq2G//Jf/gvuuuuuk+q4JTVsFB4q8N7eXneq5tGjR3Hw4MFNRVW+iQY2wpEqYCrgVun7DID9Dth85oBlQKD91mcbSbEHMgXBxiE/CiaYcuGBOoyaJJNJ5PN5V9/BOWU/mNLR2hRewzlTLzwIApffrFarKJVKqNfrSKfTbm+9LVy2OVu2xSLQZrPpDjvTsL2GKFl4S+VCIKZREPbZzo0KsioubtNVD4jrbpWXek5aXGt5gH3WUKpVNGyPAI9REyo/+4JBVdiqWKzCIKmB1XXU9bXKjuPgeSvbpdNNb/gMtH4OwEUEqtUqZmZm3Dt40um0mys1ctZ4RAE9H/Dw6Y6oz7fSHT69oc9VkMLvLUghb1IGyA+sBWM0gikZyoivcJ76RJ1B8rWdJxp3plUIylkXlU6nnSyqE6MpJkZeWHtSq9Vc/QmjJ6q3qbs4b3YuSDoPuvVX+627QhXkaeTEB4J0fWz01Mc7mrrTdVZe1j5p/Qx52x5/4IvgWOfF8qQCQp0nn6PIOaV93g7FAh80P82pVCqhUCjgxhtvdO8NYZ4yHo+731ahZrNZnHHGGbj00ksxMjIS8k5Zy2C9B61rsJNuQ+Y+Q0XyfWYVjf1chcU+g8/nj27NYyErPRoeWc5DpggY+PZaYN2ryefzKBQKyOVyoWIyRfta90KGp/HnPVRiVC7sV09PDwYGBlAoFNwOAAqR5njZd9aGzM7OYnp6Gl1dXRgdHcXw8DDS6bQzktVq1RV1EoAxQmaLdjlPmnPljiIWnTLsq54aFa8CCV0fXWMLPIDNh/vxM1+el2us86w7uDQtpTUwNsSrHo16/hp1U6Phu9fWL6gsLC8v45JLLsHS0hLy+bxfWE8zou749V//dfdOHTu/Kmfk73w+j927d2P//v0YHh52/KRRPyBcAGlTHT5nxvfD7+1vqyN8gIbkM34WkJG/lM/UyFOm7ftXeMYFgTz1Szabda9F0HHrXPJZGvHU+i09n0m9/UQi4U5SJRDnGKhf1Blh1GZ5eRnlctmtYX9/v6tDpG5S3WWfq2kszpXqVUZftR9cH+UFG5nwrQ/vs+kfH9kov64r/9b11dSbTW1HpZqsPoiyce3uUeL/1WoVZ5111rb0xo5+Fw+w+eRHYPOOBE7M0tISvvOd7yCRSODss8/GwMBAKDJAo0alpYbJGiif0md/7GICW1ff+5SMXXjrWfFzZToKFQ0dPRH2l4iZ7xPRwi/rVfA5OoetVsttG1PPRr0THp1OINDT04N8Pu+OWk8kEk4Rcd30rZicS563MTk5iYWFBYyMjLhTTAG451Nh8DNugaUCJFhQgbTV8hpG1vXVLZT0+tqB0XYKxXo8GoWxRkIBoIbT7e4cBclRXkwsFk4XWmVm++5TNrxPowunapvx00E+GbXfkZrNJkqlEo4ePermvFgshoqRFWzzGq6RzwBEgRWuyXYAiP0dxXu+sasjxvt9ulSvp+zw4EYaZutQqT7UsdKR5A/boKEnQOF2eWCjwJLvhGKEVCMVlCGbkmFRfbVadduTCXC00JYOAh0efeOuRlnVHmiKyZeCssDEB0Bt9J73WlKnRu2M3m/BiKa12Yb2ifyoxfDtAIryneUP5RPLM9bu0eZsl3Y0QNE0Aw2zT7AAuLqHcrmMhx56CM1mExMTExgdHXUHuNGLtlsLuZA2L6thcPtsFR79DGif/9fvdZz0vqNygBRcghQVWi1e1W2wqVQqlJ+lMqAnoUzLdMHKygrK5TIWFhZQrVbRbDaRzWZdu/S0OEepVArpdBrZbNbtvqnX61haWkKz2XQeiAo8lWFPTw+Wl5cRj8dDIIrroXnlINhIOzCdROXHOQ6CjTMb+DlJQ8Q673yeVbwWfFql7yuCIw+Qr+xuLPUuVeH5DJ2SBRq2rsUqRjWG2n8fz9pnqTzQiOxEsgY5CqRQ5tbW1rC0tISjR486PhscHEQ2mw2diKzRFJ/usE6OPkuBiS/qwTZ9Y7Hf6dra73yOE/tnQYryIH843nQ67cCzpnJUb2rEkWlKfR+LHvJI3aXtEZjotmPe6wML7Ct1GCMbqVTKzT3XU404wRMjv3RsdF1sdINyFgXqbITDyiFJ60ksnyh/2LXRSJgdSxRYstEcfUaUQxLlXOszfEDfx6PWWdqKdjRA0TCWXXBftKG3txdra2uoVCp49NFHsbS0hIWFBUxMTGBsbMyBFPVktK6FoUB+puExPtd6Xxr25/92QTXEbxnZgh5e5wvf8vkEKvRwmL5i/QX7DcDVlKgB1vM/VCkFQeC8H9ZCULFkMhmXGmq11ivlY7GY217GHGy5XMbU1BQWFxeRz+fdPd3d3chms6GTZ+PxOLLZLCYnJ13olfNCxcNCVtYKVCoV9xnXiyDICiX5xIZD6dnpGtgaDV1v/q3gVUEd27DgV99noQZFlRTHoIrFAiALhqzi9Bkupahogk+psn0aj51KvjSXkg+wNJtN92ZXpjqGhobQ39+PTCYTkjnykdZU0cmISv/osywwIS/51kkNWNQ4rF7id/q91tYRPFsAraDAB6T0dRWa6gQQSp9wTrQ+g4CAOom1LXQmarUaFhYWUKvVkEwmXU0QAJcy5jioB9XpVJ3O9A7ngWtKHaMRE5U7TZPwXussWQdB18n+rTopyglRR9P++MC1tqGpZqs37I8PnPjsaBRfRV2rpEB2O7SjAYoqGDshmkNU75n/12o1nDhxApVKBcvLy1heXsb4+DgGBgaQz+cdU+u2VKJyFWab+9eaFSok9lMBjBoun6CTNGpimUGVmIIXggQysPZPvQcLkGg0WYwZBIE7R0Jzqz09PS4iwtoVFq/xmRRw7nrRYsMnnngCCwsL2L17N0ZHR5HJZELbaNUw8wV2i4uLDugAcEext1qtUH0JU3O2eFSBJOddw5w6Lxynki+HrGRTKqrA2LYqZ/XKmELy5YZtZInX+ZSNhustiNXPtZ9Wnuzf5Cu2zWclEolTetz900EaXST5jL+ubau1XtfAKEqlUkGlUnHRFBpT6geVd60vsoaBz1JSkGt1QJQ37iMfD/h0DRBOj/v0iwVBKg++I+rtddy0QFDCCElPT48DRnROuO2VEdRyuex0NnVOJpMJpbc5BvaZx6739va6qB9fpkkHi+CRuwPtcQKq13UObWTDplHt2H0g0QIUO6dRgETTUxbg+HSDtVFRAMXyiA/0bkWWL1XXWR7finY0QFGhUeagIQY2FKsaTUXRVDLz8/MumlIoFNDV1eVCi4lEIpTyUY+AOWcyCQ2sJR+T6m8fyCKxXWt0rBFRw+d7vl6nXrsCFC0w1QgRlSoVMCMkVDJUavRUWFynwkAlMD09jcnJSbRaLff6+lgsFjq4jfP56KOPune15HI599bdyclJLC0tudBvLBZzQLK3txe5XM6llDSKxbVXAfcZdOtd8rfOrSoqvVfz8pwTBT/qVXL+FZzYnT2Wn1QhWQWl/fIZoCgFYcdlyRbZ0WjsVFLDwrWzzoMFnBoRW1lZwfz8vDvIrVQqoVgsunf2qHG1QJHPVAPjC7Er8XPbz3apHzte348aPOVnX3/U6bFGmsZfI5A2YsBCVIIRLfRm+9bQ6nOZXp6fn0ej0UA6nXYFuhZIVatVd/ZVqVRCOp3G8vIyYrGYO3iPOl7HwnoYrp8ldcCiolraF5um0fXgbwU66pCqruJn1lkBoh0WGxWxvKy6w6fXtJ8nCyx8xDZORm/saIAChKvofUqWn1s0SUTNnObU1BTm5uZw9OhRDA8Po7+/H6Ojo+7sAzIvydZEAOHcqz4varE1quH7vp0SseP0haw1laF90Wtt6JPpIQq/9e4JSmjwdQwcO3fF0MvmWy1ZLDs4OIjJyUkcOXLE1cEMDAwgkUi40Cu3Qn/1q1/FE0884SIjR44cQb1ex8zMDLq6ulz9EA9pYw2Mvr2YAsG5Uc/fjk9D23ripm9tooy6Cr6uGedEa3WsV+NT7JZ8QEnn316rf/vAs5IdB+/TXVcEsfPz823bOp1JwYmvgBjYXPtjI3CtVsulFHmMdzabRS6Xc+lLgne7JVWNWpQB8UXr2jk6+pl6vlGAVe+P0i+2P6orbN0DQaxvd4imHDhm/c5nCLUmjDyYTCaxurqKmZkZtx7FYtGBHta5zM7O4siRI5iengawXjw/NzeHxcVF1Go1xGLruwT1lRyMDBKgKHDgb60vsmlj1a/KUzYyYv/m/9qWXSP2z0Z0LOCwgNeSDxBb0s+VP08WpFg7RhC7tLS07TZ2NEDxRVDi8fA2Y4KR3t7ekCCwgJK7TqhoeF5Kb28vBgYGMDQ05I71LhQKbqsu2+bEq7JhyFDBh4+4gD6GVMFQ8ik1+50qHJ0DPWlV00/MvdIzsCckKvhTxakeO/+mIVtZWXHbmFmxn81m0d/fj/379+P48eN49NFH8Z//+Z9oNBo477zzMDw87ASvVCrh0UcfxeLiIpLJpAONhw8fxvz8PJrNJkZGRpwi1Fy05qA5z5wzW7OkIWWCBgqS7gTSNfN5Ifo9jZGCOFWAdhumtqvgUvut/KLrrWO07fmI/LAV+Z7Fbdis3Wr3kr7TnRSQRxXtcd3IF7wP2DgjhQaxVqu5iB633PJdRvo2ZD2rR9ePz1M+0KgJv9ffQLiA3kZ/tluM6NMZGnVUXaDPZ0RU0+mcM5sSUUDiM5DqUNrTTjUV1N/f7yKw+pqLYrHo1qRarWJpaQmNRgOZTMalgvT0ZXWitCZPgaSNJGghvY1YqK5kJDrKIY2KcBAM82/9XqMkvnlUPbSVfFuQ2k53bNWWz0mz7XBemLVYXl5u26bSjgYoeiCbDwhQsKg0YrFY6KV3JAoy6014b6VSwdTUFPL5PHbt2oXR0VGMjY2hv7/fFY1SmCigyljtwIQqHv6vuV9+RoOppEbJRxoSZaqGhtHXDys4ZChWs5OssVTBAeDem8EzVpaWlrC6uopEIuHARHd3N/r7+zE8PIxvf/vbOHbsGIIgwOjoKIaGhlw+em1tDcPDw+7dDfRKmRoCgMHBQQwMDLh6GNbAsI8KRNSzZHSE6SQeeMZ5Io/oK8LV29PiPio59RB9x1nrj5KCO98aAwgpTJ9no2vZjjSc7LvHp1h87bPGh2B9J5I6GL75sGk3YMNIqSHX1AYAdy5PpVJBuVxGNptFX18f+vv70dfXh0Kh4I42UAdL5dAX5WhHFpyo3lE+0hRClEFSQ8wogU1J+hwna+T0GRpBsAaV4+X2Ys4dX+7HIvtMJoOenh53TtPRo0dRLpeRSCRQKBTcvAJAKpVyRxF0dXW5QyHpuMZiMXdcAdvVebdpFv3R3XZ0OLTOTWsXaRd8IMNuWeZzo+pHfIDGB/LUqfHpCHWAonRIOwdYr9PPtB8+nlIbvVUUV2lHAxTN8QEbk0Xhp9FnWD8Wi4XeSqnnbugEJhIJp0wo5IuLi+5EUxZ3shDThvItyFCyTKWf6f/ABhOROTWV5VMyyjTWAHd3dzvlqgpVvQEqJK0n4RxqqNsqKLZXLpcxPT2Nubk5d5AT35pMg8a8b39/P1KpFBYWFlAul92ZJzyMSRUij3EHgHQ67RQNX0iokSEqBY5Nt33qPDFy1Gq13P16FDW/424lLZjzARX1HDVKokXTUfzQjjTqx7WNAo3bIatkogyNvZ6fMZqQyWSQzWa3/dzTjShHatSjlLIWcOtpxyrrXHvlSaYzyuWy86qbzSb6+vpc6kdBkgXTvrXR31F/W4NFh0MBiy8yyM81ekIQzs+1dk2vUSMKIKR/2b7VUWxzdXUVlUoFpVLJnWFkt2YzLapnmTQaDfduLxa4su6su7sbxWIxdDJ2o9FwdoBOq66T1eEKRnWelCdogxTE8Tf5RMcBhFPuWgRvwUlUtMSuu498zojeZ8GCbW8rvbKVk2OJfBKPx9HX19e270o7HqAA4cmyqRVWlTNcr6/9BjaO/O3q6nLHsA8MDLiCN2D9PSILCwtYXl7GiRMnXKiqWCyG3s6o7atR8ikcBSE+g+NjSt6nAkKyzwTgcrY8A6DZbLpjn4HNxzXTqFolpUqIfaZi4VyUy2WX463X6253jxaxsX/pdNrlftlfek48Pba3txfDw8NuHLFYzNWqsI/cqqiCzx1MQHh7HteaESWrgHhWAvmHc8doC9NeugNB0zZR62V5lWsY5fkob9j7dL58/KT3RwFk/T7K+9H79BlUpty2TY91J5L16uxckm9UUdtiRZWNRCKBTCbjgBsLvxlVXFtbQ7lcRqu1ft4GX/egL+fU9rWf+tsaqKh1i+JD3+fUHZR35WseUma30qpBVdCuc2s9f36nEV6eOs3dUKwX45xqsbGmYSm/TMVSd2QyGZdKo/PF9VR+tSkTG30i8CDA4P8K1uwPn0Wnxe5o1B8FNTZK4pszu4ZWZ/iiJtsBEexfVHTkZJwf3/38PxbbqOE8maPudzxA8YWLfAqF17EeJZPJuAJLVm739/e7XLEySaFQQLFYdAeUMYWRyWQwNDSEkZERB1TU81cGslEHn+emQm1JjTAVCQWdAkCBYHQhHt8oFlWFoF4JjSu9QAqzHsDE3+o5rqysuO3Z5XLZRUwAuLA2vRneT8O/urqK2dlZV43fbK6f1Hns2DE0m02Mjo66LcycRyojm/+NxWIuHO1bb6uAqEB4Pz1Lzh+vicfjztBoO6pgVLFEGQqfwbFrbJVHlFJQBeRLFVl5iPKQtS3bJwtc7NxFeVw7maIcCP6vRkPrIRh5Y8qL6UkF/ozCMX3Bn4WFBVenwmLNdt5sOyenHf/YNaNhp7Gl/lC5ok7QtLBGJn0RAT7Xgixeo7qDoK1Sqbj6HQITRja0Do79abVaLnVWqVQcYKrValhcXHRgT7ctA+GiZF+kRwvjdQ6pF6hvgfALWG26RB0h7QPBHHnFB0R8a+mLxKuuiVp/H1kQqZ+TB+znUWQdoKjoS5SjdDK6Y0cDFB8yp8GiB0BAQqZPJpPI5XIYHx/H8PCwO+Ke96gQMByVy+XQ19fnoipHjhzB8ePHMTc3hxMnTmBycjJUSNvOo26naPi3L4qiY+bvINjYqqdIXl/ox+gQx6cpBxVUG4VSVE0loPPcaDSwsLCAxcVFLC8vu8Iz5oMLhYJTuvV63Xk+CwsLeOKJJ/DNb34TpVLJKfy1tTUXnWLqjHPBM0QIsFqtllvTeDzucr68BtiIHlHRsd8Mp5IX9DwYKkEAIUXNOdHIEq+PEraoMD151KcotL124X1bS6QeXlT7ts+cW6tM7HN1XrgWVMSVSsU79p1A7cbKtedZGOrE8FRkRj90XYIgcIX2Kysr7hwe3YZfq9VQLpfRbDbdrjbWp+iBhmzT9jnqfxs58QEVNXLkZRpa+0NjyrVXY21BudVvKiPq7PB7psrL5bIrdKUeYFErnRM6W7HYeuH8kSNHcOTIEZTLZfc9j7Snrmf0hX2nc6bv9WG6gZFgLfZlOsn3xnYAIZ2r8qOyR8fGRursGlneI1nHhhQFaHxrYdtWoOqzOVF98X3eTu/5viNf0bndLu1ogMIB61ZiYKOIj5483wFD5cKCSNagAOsTWyqVsLS0hBMnTjjj2d/f7w5gYniWOU/mlXkfJ15PR2XbSj7FSEZWw9LOI+b/+qOGisTIB+fFFvzRm7IeI5+lERNGWajAuUWYgsxdCwyxAnDbg4eGhtBqtfDwww/jC1/4Ar7xjW8gHo+76zVHz/NpWNisYydIARACX6urqyiVSs5oEojS47G5XI6T9UoagbGeM8fBNSevEQj6DnNSBRMl/NYD1TW1ZIEFlSGfZcO0qiisAtoqtWPTSHwW54CnbdJI7ESy9Uma0mA0hPVQ3MZu03skHlfAQ8Hq9XoIBHNt+J4XnsQMrKc2mQIKggCZTCaUTohS9uyz9kGdjSgjpnyhzoryvo2okbd5nfKENZjUYTYNYqMQKj/x+MYrMfRdU9rW0tISDh8+jIcffthFWrk2dp4UOOj49ZBE7SNrYPTlh1wDm24habTR/uja2QgNP7PF81a+lWzU0zqsvrUm2bWJ0kVqN3zP8d3T7jt10FTWqN+3SzsaoDAsyBAVj1sfGhpyp53qwUlUQKVSCZOTk6hUKqGwHLfE8l0RrVYLMzMz7nlUTNyWC8Ahcgovtx2urKw4ZaYRFaB9jYAFGPp/VHhemYD3KMCwh/2srq66McTjcSfo2h+rcDgGjofjZtEqa3gIKtjnbDaLZrOJubk5PPTQQ7j//vvxyCOPuCK2vr4+l7vftWsXDh06hP7+ftd3TasEQeCUeSy2kdrROdEtj/reDs2VR3nPGuLl2Klc+GJCHv8fi4ULD6O8Il03bZv8wudaJbtd8KAgKoraARffdToPapD0Tc963U4kLXLUXUkKTOjU0GByDuiMaLSBUcVarRZ6iaVNfzDSB2y8iI5pIfKmPUPDZxx9FJXyjjI2vhSI8oo954TG1r67i/rPEsevQFwdhp6eHqc7FACqvmPtzrFjx/Doo4/i2LFjqNVqLsrBKHk+n3fFx5RN9sHOI9PFWk+isg5sgCjyh43W2znUMesaUmeoXtJ+kXyR7Kh11B8Fqz59Ye1MVOT+ZEnvtWDE9pkgUPlsu7SjAUqz2QxtJe7r68Pg4KCLkBCw9Pb2OgUyOTmJ48ePY2FhwTHl2tqaU0z0fOLxuMsXUyDVq+D2tv7+foyNjaFYLLrXjZMpySAEAj6jE2Uo1Rj5crq8l8JgQ2gWwet7X+jtaTrFomdlfCoN6x0QPHDPv01tEVCUy2U89thj+Pd//3fMzs6iUCiE8tA9PT1u7YaHh5FIJJxHo+FmrndPT0/ojAQqd4bTtRCWYFFzwD6y3+mODc4xw7++016jvF275hrtagcUbEhYFZiPl6ziUt7ayhNSEKK72vQa9Zo5/p0MUDgWgmxGWVlfwmJXetM8cJBROvIfsAF+1cjp+6w0CkGjTueJUUdNGbEdX42CJQsMbF2Erp/Pm7bbpnVNyQ/6UkumURlpsHVsbBtASC40IqHOAmXXng/EOSyVSjhx4gSOHj2K5eVl53iqLkomkw6gZLNZd6/OvQXzHJPKIJ0gAhOuMfW3DwRwrhUwqPzqnFqAZtPtltpFQ6Ii61HOiJVny1M+PtsOmFFga/mH96t94ri3SzsaoJCxC4UCBgYGXN0DPVLWKQDA4uIi5ufnMT8/76IbNr9IMKHKmoYU2Mg9FgoFjI6OupcMFgoFx3S6U0Y9fC5MlEekxoIUhc41JWM9HGUKBWAUSP7NudM8K5UalRIQfvEUw/v0npiWoUeoOzwIlObm5jA9PY1jx44hm83ikksuQW9vLyYnJ/Hkk086xaCHpNH4r66uYm5uzm1XZmFiKpVyES6uF+eFdSlUfOwj+8e2FURxbtUbtuF/rp/mrzkvGqq162X/V4BieU/XezvGX5+tysXnLenzLX8pH6lHqd9prY6mE3YqEdBmMhl3tgbrlVQuGP5fWloKpWOUR6xRp4FkJIV8yRfcEYzToFJmyM9MPeuxAjYao8/zke9zGwWwesOmefTMD+0PDZ8vGkAdA4RTSJav2KZNLVAOGcmenZ1179LZvXs31tbW3yq9uLjo7lVdqClpAklGayi7FowRlOhhj+pccixRIEXXx45TZdRuI7Y6xLZp/7YOiJIFh/b51oGxusjnJHEOfI6UT3fo/OvnyjeMbG+XdjRAAYBMJoPBwUFMTEw4JqQB7erqcgeG8Sj7Vqvliqn4bge+ApzV5IyiBMF6QVc8HkexWMTY2Bj279/vzkHRw4EocDyYTEO2BAUMK6q3rUxgmVRDvQp0yFDq/SiSjcfjIaWi4VkKNQ8vYjv6LKa6OL/6oi16dlQCBCysOaFiY5RmcXER1WoVfX19OO+88zA6OopWq4XvfOc7LlLCQuXJyUkEQYBisYh0Ou2eWalUXCRL8/oablZQxfUF4I7Nt+kLq9g4dxa06kmTNnJiAYoFCe28LUs+gGK9Xr03SunwXvVErbem7WsdEnmFc8q54yFa9CgZVTsZRXO6EQ//KxaLGBgYcNFTrgMNId/TVSqVQuMlWGdBLKN9QNgZSaVSKBQKLjrItx/rMfjARipA0wMWKFtjYsFuO8PFv20ExRd2t4ZF9Qh1o3rCBFGUe9WhjEpocTWAkAPHyCWfy63DPBoil8theHjYpYtnZmYwNTWF5eVlBzhYM0jnkwCReoyHt1EvaLRQI2EaEVLHTudJnRv7GYnRIxsxUf1vQYre6wNB5C271lHgRK+L0hVbRXLtPT6nWO2LOrHU35reYWZiu7SjAUo6ncaBAwfccfQA3I4Oej0LCwuYmZnBzMwMlpaWQt4Pr2PRGr1xAO4wsbGxMRw6dAgXXHAB9u7di9HRUeTz+RATq7LnIjCSQ6Fm+1qUCmCTkVNP3McwFvnzt1VEGpKnoaIBZ1i7u7vb5cwBuHM/GMbWanaNlhCMqOIkKKMxW15exsrKCpLJJCYmJpBMJjE4OOgKaw8ePIhkMomZmRlX2zA/P49qtYr5+XkMDg6Gik/pWTYaDZfCY7/01Eb19KkcuN4UMPXc9B5dG0Zh6Fn51obXaUSmHUDR/y3A8F0TRe0UEP9WsMs+Kl/wIDqmwOLxuJMHBYRUNI1GI2TcyNM7lZLJpEvRMpVDXqpWq263zcLCAubn511hPLBh3FjjpEWuTEEMDAxgeHgY4+Pj2LVrlzuBmk4NjTvbIjFKxy3A9hofjylwaac7rI7Qz+2PGmQ15tQHBCSUO0YbGGXS7bS8TuWLOkz1k4I9OpmMirNOjcWx2WzWvemcfDwzM4NarebOUmL7ajzpxHJeNRWvBlllRr/XtBDb0GgV79ezTuzWYp++tyAhSn/Y9d8utUshRYEjC1AIHnWdlD8oD3RcCUztWj9jimS5NY3GLR6PO6UyOzuLubk5d4DY7OysK4rlpJGJqZCazSZSqRTy+TxGRkZw/vnn49JLL8W5557rzuagR0CB1dNoVYnodRQ2fmaBBrD5rAUVErapgm3D96pcNLKgfdA6GmAdzHFOCKx0N0w6nXaKSgEKPUMCEq6F7mgKggDpdNoVwariDYLAFbQNDw9jeXkZi4uLWFhYcB4rAPdKgUQi4bwpKj8aFUY4EomNFw3S0KiCIRiJUszqTXGude513dTYW8W/Ffk8H66/D7D4yBdd8SkbDfOqImHajV4qZUEBim4NJU+ymJr8E1XPsxOIY+B5PrFYzP3Nk43Jk4wC0hO0MsH54ztfRkdHsXfvXuzbtw979+4NvbKBvGNrO9RAalqV6waED6bU6wF/us965lGetk3xaPpFUzy8h9crOOFcEqDoFn4dK3UjAZiCXY14MFLKOhduPaZjyC3aBNPVatWtHxDeSUlgSb2gDpXOmUawfJERK++qO5R8O+ra6Qgrp9sBHtbZ4WfbdXCinKIosMLSBZ4BxvkmEaAw4qo8xTW367Ed2rkaBusnvH7rW99yKQa++K9UKrkQ39LSEmZnZ0PREwAOUdPo9fT0YGhoCAcPHsS5556Ls88+G+eccw52794dOsdAw1ZkeF1wixYBOMSue+cVNPA+3kuP1oeyfQrH5v8YbdDwpBb6MpXFaIeGWKl0eey8pgQ0xJvJZBAEgTsfZW1tDQsLC87wMYzNSv1qtep2WDE9Q6DB8yWSySQWFhbQaDScJ8pjkZmCo6AAcFX/emYJd2PplmCdNxbbquK3CobrScVaq9VChy6p4NFQqUHQ6FhUrYZVJNYLUwXp84qj2rWGSz3BRqOBubk5PPbYYzhy5AiWlpbQarXcNlqrmDk2zk+lUnEvwiNA3KnEtzFXKhUHRKkzGAFcXFzE4uIiyuXypoJpYINPmIKYmJjA3r17sWfPnk1pYK6HOg8asVUjFo+HTy5loa4FEhrlUB5ul/7juuozFbwqILFpHmDjBYF8ph5boOcRMcqixFoQplk4p9QPfCUAj59noTvrAHV7MttKp9MuRa9vTSdPc62pp2lUdX7VEdEaPRvN8Dkkdi6pNwjAfAZfdQ8dQ10nfqb3tSONBmvfoiItUYBEx8PvuK48XFBfZaKON51nyzMKUAg6T8ah29EAZXV11b1Om8xM4SaDcMswUbMKJKMBw8PDOHjwIK655hpcdNFFOOuss9x7HPgcVd7KCAo6uBjq8QRB4Dwiki6kggh7YBDbUs/Kt1vE5gLp6WnbVIi8nsLZ3d3tdjsxzM95tDUX9J65/ZKKjF4T31rMXRC9vb1YW1tzr6Kv1+uuPkTTIlRaqVQKfX19aDQazhAyisM14FkpjHqxip9h80Qi4cAntwTTU+JcqlJVwMjPlFTxUxC5FnofFYQCFQ0HW+/Iemf8zHrFpK3CulHeMQF4vV7H9PQ0HnvsMXfOD2sF+JuhcYblua6MEgRB4M75sC+S3Gmk73vhD2WGBo/1aQoeOa9dXeunhQ4NDWHv3r0444wzcPDgQYyPj2NoaMgdusZ2AYSMv0ZbrQdN0mgKP1dwrVE/1SVaOK585ouoqD5U46L6RD9To06jw5oU5VGttyBooA5RwEVAoGkdvYZvmWf6mXqKxGgu16PV2jjEkfewX3TaCIq06J1tKYBQx9A6C5w/BW4WuNj0nZLyha4Rn6GR3CjS75RH2b4vGuNbf0sWtNZqNSwsLODEiROYnZ116U4CD41k87mMiKmDoxGy7dKOBii+wqPe3l5UKhVXAT4/Px+qmyCTxuNxDA4OYv/+/bj88stx5ZVX4swzz0SxWHSMbbcK2pAnBVFRL9tWD9t6MVxE9p/CD4QPUFNDa42fJWU2rcPg/2yH/eJBdjwV8//X3pvGSHpd58FPVXV3Vdfe+zLTs5HDZTgizc1arH2hrEQWZBmWofyRAv+wHIkAQTlBFMGwhMCWox9yECt2/gh0IkGg/1iODAVCqISLGFqGNCQtLuZwhrP0dE/vXdW191bv96O/5/bznr5vTQ8tmtNWHaDR3VXvcpdzz3nOcs9Np9Muz4CMxoJrzFmhINJ4PRc7wR63ajLxsFqtYnl5GdPT0+4zVvClIqCw4E4d3dnA9rOP/K3WJ/ulZ+yoQAV24/gKzDj2HGdVxEA4KVEFDd+hAozvUl6goicpP/gEnk+RWEvOzrn9244RwzilUgnz8/NuuybDo3oWjJZxB+B2RNHrxnEolUrO+3JQiTyi64Y8wh0kDOsA4byeVCqFgYEBTE1N4dZbb8Vtt92GY8eOYWRkxCWf6/N83gjLm2qh833A3rIClC3kP/Ki8qh9l/WoKekc+jwz+iy2jUqJXk9uTOB38Xg8VNROQ9W65mxNFYZxmMzKkEKtVnO8ykJuKp+1TfF4PBQK0j4roKCc1vfzezUKeZ/KcQWNCrJ016YdY37nAz/KC9bQIS9E/SivdAIjUf9HyRDK92az6aIQS0tLqFQqIc+JhiOpG3S+1VhXz+F+6UADlO3t7ZCbOZVKOXfU6uoqyuWys6LVsojH45iYmMA999yDd7zjHbj//vtx7NixkCtcwyVWgFkwYRUN36lMpF4W64XRmL4yMEmtf77XR9Za13eo54UH+fFEYUW9W1tbDpDwVOF2e7d8PhF1s9kM7Y7RU0NZxbW3t9fFKpmMSRCgymBtbQ2xWAz5fN5ZnirkVVBo/Qm1jNQzwuerEKBQ1MqxBLRMaGalT7VAObfqdeP8KjDmdbpYfUBDAYgFndbFa70tUfPsI80zYuhC+VoFOfNPmHTI8B53uqh1qkX+GGo7qOSzWlmGnXyrijke36l8PDExgVtuuQWnTp3CyZMnMTEx4bxP1sDwhWV0fas3jp5flS+dZIZdG1wzfC5/851A5+3rVvH5FKUeikiPqipgeiVsYjnBOkGFrmNNXGV4Jh6PuwRYGjCa70dPFytHE7xoGQFL6tFQGclxB3aNIV2TOv46rlrKQL2RlhT4qJFkQ/cqZ+z8dgInPtmiBpPlB21XJxmiXn1rKOt2aV7H5zNvSA/MJDjhWO2XDjRA0RAGJ5c5KEyWYlIOvQPDw8OYmprC+973PrzrXe/C7bffjmw262LP1sWpWd423EKyblkKKv3eonM+T4lKg5POeJ1aNXq/vluFiiJVFbBsO3cwZLNZAHBKibF2zelgsqQKcCZKMdacz+edQrMCgGCH5xjR2qKQYua/Mi/BEZMKOS5aXwXYLXVPAGJdpioo1frUbXAEKHp2huavUODp/OkC1bCPCmMN61kAorFp/W0FuoIdn0dFx9kSrRkCRQVTy8vLbgxqtVpoazXngCCFlm0ymXTj0tfXt6eq7EEj8hv7vrW15TwnDCtw/QM7oHtoaAjHjx/HqVOncMcdd+DYsWMYHBx0YV5NerWeCFVwKjtICpL0bwtSrCdPrXr+1mt9beikkGy4yMo9DZ/QA8EcDyppXZNcRwQaPLmYY6/hWY6D9kWTZQlydP3SqNLPaFDp+lNlqh5O9ts3R7qGdSzUaGV4WtvGMdT71ZOla9Fn4Nj1zz74QInyjjVurKEb5UHxfU75kclkQv3nZgjOrZKGL7VaMHMO6bVSIH0tOtAAJR6Ph6xCte7L5bIbLKLsyclJvPOd78Tb3/52/Mqv/IqrWqoHzamA8S1qtSZIdtGzLeoCVOsJCO/EIENp9rc+Pyr/xQoa/s/3qaWie/pVYGxubrq8AgUj9G4ACIEV1jdhMToAoYRaTRzWnJXBwUHnHdEEXlrxzHmgZcTtgkyYSyQS7pwSAiUKOd2WyR+1kIDdYwq0OqQeEskFxfGmsFWLTevAUMjYRFz9jsJHBQ7HN0pRkRS8cr7s9T6vivJIPL5bICyXy2FwcBDFYhHz8/Nud8ra2poDpaxbwblXsK27wtiX6xE0Nxqpp4Pj2mq13LZ7zjWwA04OHTqE22+/HXfddRduvfVWTE5OIpvNOp7XEKoqdb6LZJWB8qgFJDbk4gMnAELKjmFOfXYUQLHyQwGKghRVRuqZo6GhOzf4HBoRFqDo+NLS5riwj3pMSH9/vzN0uGuQ/Mj2BEEQApRbW1uhQwOpKG1yMsdM+2SNSQU3Kgvoaabs4FxwvNhnrhmVvfpMn+zoZKSwrdZDr94QBSbWk+LjQR9p7ScWx8xmsyiVSqhUKu5EaXrROQ9si86t6jRNSt4PHWiAYsMwiUTC7VBRlxSrEP7Kr/wK/uW//Jd4y1vegmKx6Kx3Ki6tImsXuTIDJ18XuAoXdeepW1GFim7R1Jidz7rR7clWwFgvDMeBi5rvp5ufblLG12nVUChwYeli5mJQgUlB2G63nfeJgoLbDHkfa8pwuzFDA3TtZrNZ58KlICPDs5YKS/Kzv8wij8fj7tRYWlQUsPTMqBWWSOyeuUSrS8GMKiZ+rrsTKGRsaK+TFUQhZuO2XNhWKFkBoi7fay1udRUrOONOqUwmg5GREZTLZVfhlzuv7FgoT/o8JtcjaG408q1PrYdEhZJOpzE1NYW77roL99xzj8tT464uXqvFqHwgIMrFrvLGB0x0fas1zGdZfrGGkj7X97mVcxpmUs+QrgutdEtworJNjTPlIfVAamjI1tNQ0KKVoSmnCXp6e3tDhTL5PAUrBKD0HLOd7XY7tPWVn2vOIRUt5QbDFQrgALicGDVs2Wf1xCsvUHZ18qBSpmgeD3/7AJaSvotj7gMm6oHlNfyf8gqAkx/5fN5twWeOJzdHKDhTHam6mM/dLx1ogGKtCzJNs9lEKpVyeRKHDx/GBz7wAfyLf/EvcOrUKaRSKbclTRW4nSiS9aAoatWFoBaIMionTEM/+g5VWFZgKTJWZtb3WUvLgioFQ1xkKmSoKBXNqyWoRECgY0Mhw7gxC3gxTMNk21Qq5awoMj/zYZLJpPPiaJiLc0igAsCdWcJ3qjuWoIaAU13PFHLq7mXtBCb5su1qfaklpPPuc5H6LB5aX2yrxsnJF9o2C3aUB30A1lroClK07bQkmYjIKqrnz5/H3NycG3+dY00qJEDRfKODSrrOVKGSYrGYAyf33HMPfvmXfxm33HILBgYGQsrV53Hl/fztUwA6N/tZw5as5Q2Ed5JY8OGTLzoOPs+PtfSB8DZpBVA2zADs3b5Phcp8NpWflGkEAFwL9OpRJulaZn2UeDzuAKIN+XKDhJZ64Fip7NDPKEOs18PKfq4H+5ttU4+GJT7XfqayxYZq2FYFN2q8qAy3HlsrO7QflqKAML0pPEeKoV9uOyYIYXsUnBHM/UJ5UIC9aIyuZ7qpR0dH8fa3vx0f+tCHcNddd7mCXgxZ6A6UKCAC7JZzVleehk1UWNln6EK3Qsxa4cq4Ksx04atQIShTl6wuLMZIqWxt7NBuwdUzirQNCqa0rRQKBBu0qghEuFC4FVBLgtNKV2+LAhSGYeh618JNTNzkWHDbK+efClWFBq0uYHdbur2OY8B3qbXDObUgQsfK50pVYUDBqc+wsXvlGfbXetx8VhP5Mgh2DzXkO/kd393b24tiseis5J6eHszMzKBcLiMW2z3qQRWQvl9B6kEmn6CmtT02NobTp0/jvvvuw2233YZisejmS9eZ8rPygK5fu3Z9Bo0FSBbs+trZyZjS633Gj4ZEbTvIj/QwAHs3CRAokKcsX/rWAhW7ejFsfggNC+Z28JmUHRxXAm7KCqu4NT+GMkoVvRpjuuYIAgicNIQG7Hq0VX+QOGbqjfYZLHbuOv3m3z5jkm30gRPOHfuk82QNq07rQvmJckVDaL29vVhcXESlUgnlmkTJqE7vtXSgAQoHTmNdnJi1tTWk0+lQWKe3t9cxvyb78F7r8fBZr7qYNe5K5iAT64JVJvdZMbY/fJ4VLgp++Lm1fFTwkLg4+/r6UKvVQglbGj/l2KmVwWcT3LBtvJ7KkK5QYHe/e6VS2TM/nCMAIUZWa0k9DepJYRiKmf7cIkuQwYVIoEQhQkFBq4jPZj/UTc1+6AFuOoYEYtbdqvMWNae+/zkOHFu1htkO7k7j+9Ulrffo+338xe+VD/v7+zE1NeXygy5duoRSqYRqtYrt7Z2y4v39/Q44EoByHR1UUksPwJ41UCwWcerUKdx77724+eabkc/nASDk4rfr0Qda+S67htVrwfeqUrLgxIIdn1fG10cFRPzM53m1YAUIn/isCssCC7afMo7X+dqi19JA4TonTxNY6LsVLOsYcL3TkOCY8F30olA+cP3SCNK2Uh5qTqOCHQWglA0a9iUg0IR+fa7NTdPxUh70KXB9lv1c51fbp3NFcMI+RIGkKFlm+a2np8ft8FMgxIKoaohZfWKTazvRgQYoanEoeNjc3EQqlcLNN9+M97///bjzzjuRTCZdEibDQBRSXByKqlXQ6wLWwdf7LXq1z7HAggvKfq4/KsT0nT5QYi1vLnS6TTXUwOcqY6kw0IXHRc1FyhixAhmfy07HLAiCUJxZAYoqfpINSXBB8HRYCi+CGvX6cAy0L0BY8fvmlrtTLDixsWNtrxXK1uvmI5/gtq59tk0tS8uDnE9tg/Id+2ktIQ39ADvgke5aFu27cOECFhcXXUVfgiVWBdY4/UEl5UULFAqFAm666SbcdddduOWWWzA4OOjWkyYLk3StW6Gu86aAgGRlhQ90ktR7YGWfz0OisiNKrvj6wGdab6tVhBak6H2Up+Q3GnPkWW5B1ffpulQjS9utbbHrUvsGwHkgVRZakGTniwaXbw35ZId6JamMtS0KCKzsuJY3xVInEKqyQ5+hY8/QmQW/aoz7wK7+r4A+kUggl8uF9EFPT48r72E3FHBOf2E8KFZBt9s7uzt6e3sxMTGB973vfbj77rsxMDDg3INccEGwm0Sqi8laChxoWk6caE6q5g9YJcE2KqAgqYdDlZK9PkqBRVluFAIKgugp4ufqAtQEMAIJlpWPx+MusXJra+fcno2NDbf9jDtsuAh4FgPBD0M3DLdxgdgCPyT+T9cpsLuNj7/tIXYUKJq0qMpYrT8lDUVR2dq8E42d2nm1Vlwnq9cqLp0z5QHf/FJwsK/Wla3hQxV8Ue+wgl2T2kZHR12htr6+PneQYxDsnCibTqcdjxDEHnTimuTaTqVSmJycxOnTp3HrrbdieHjYeemosK016VPu1iuhBoYqBZ0/faY+xyofkvKKlRM+IybqOaoYFbCpocL3cD1xrWgSrCbiMwxIgEsvZSwWC9Ur4dhTxnI9qYGhoR3NIeN7dTw16ZbXMvfN7rKinFLQruvBJ6OUV1ThKuCxADHKeNV79DOfvLDzFMUH9nptD9ut71BPvwVLFnjad/Jehu/p7Z2bm8Pq6qozZrRkhCZB74cONEChQGYiFBXh0NAQ7rvvPrzvfe/D8PCwY3IAoWQdKjGrdIDdHBMqBHXxacXCKCuCv33MZAGJWkVkfGvxAP6cBmt58HMVTEyIJdLV+CG9I9vb2y6Msry87HbiAHA1MFgngvkHmgG/vb1TU4PjxGSqRCIRqitBgWCPYuf40Xph3gnP5MlkMs6C58IiyOB4ah0WBS/qYuT46aK1Y6pgjqQLmKQCRT+L+pzP0cUfZTFbS9l6pBRo2OQ5dSGr0FTe1L5yHSQSCVftt7+/Hy+99BJmZ2fdnBcKBbcTKwgCrK2t4aCSz+pPJBIYGBjAbbfdhttvvx3j4+NOrujYRykKXXMaAvZZ0tbdb0lBkOUDCzh8AMUHTqLI8oTvfushsPWB6JWmEWNz1Wi86HNUdujpuFpbhLKL3laCI/WIWoOAz6KnRg9p5NzzvfQE6XrlONrPrbfH/vjG24JXH1nviZUN9jk+UKzXRc2l5Q222XpSNKpgw2C+v2OxmJPnavQuLi66ueBWZRqT+6UDDVCUYQE4N/2xY8fw7ne/G4cPH0YsFnOLw5JV9OrBsHkcyqy6QNUNz2cB/sPfLJPotRaM2Od0EkoKoLjwNJasOSi0anTMeC0TW+1WOnXrE8hwy55N9rNl68nkGl7ytR/YBTwUXM1m020V5oLSPBQVfARNKmTUW6aWioJKrYNDi1G9EZw7FYhqNdl5ZBvUHczPLFDg96qkrPCxPGItc36urnifO9kKUt5H3lVLOJ1O4/jx425+r169ipWVFbTbbUxOTiKfzyORSLgiTgeRuI4VnKRSKRw5csTVOeEBir6wDhAW1AocNTTB9+g7NX8pSqH43nO94MQ+0wc+omQSEK7Xo2uT/eF9DCNzHZEX1cDj95QNKjd0GzPXnoZm7DjY8VBvB9ckvS7WCFTAQZmmSa12DjkOPiXONUZ5YA0eC2y0LT6jWA0n5R/lWX22zxCy/1tw6/Oy2TZbEK3vtTxkxyOXy4XGcWFhwXnj6VWn4bsf8qfZdqCnnnoKv/Zrv4bJyUnEYjH89V//dej7z3zmM3uE7Nve9rbQNevr63jwwQcxPDyMTCaDj33sY5iZmbnepgDYmQB6AXp6enD06FHcfffduP3225FIJEIHmyloAHaVjYZxWHhIy+L39va6glfqAtdwANviExqWMaIsGns/GUfDDXb7LD9XhovH4y6RlAf3qReCAIBlvdlfMiKrvzJEw/fRivEpZhVCVHhqbSmyBhAad1UACqToCtza2nK1VvT0aLZD+2Gfu76+7opDae5GMplELpdDsVhEoVBwCV/sjxUaNgfJttsCLv7oHCkYVHChYNISFz6FKCt5stoueVHbrqBSqwkrj/BaLVJI3ucJv8ePH8cdd9yByclJ1Go1zMzMYG5uzp0Wfj2W0I0mN6xlnEqlMD4+jpMnT2Jqagr5fN4BPx0/YK9latemKiLlZyZ2U3ao8L+W3PDJj07gg/Or/Gj5UL1C7JsChKg2Awitd90soKFjGiWaBK7K2cpf3aZqk0rVE6hjrmuH461bfHUtsA18lho4GsK38kzvVX3As8zoGfAZJDoPOhdR88m+6fVRwKKTLlGgobJDa0rZOVWwqLXErH5RHtW543XpdBpjY2M4dOgQhoaGEIvFUKlUsLKy4gpD7peu24NSr9dx11134V//63+N3/iN3/Be86u/+qt45JFH3P9WkD300EP4m7/5Gzz66KMYGhrCF77wBXz0ox/FmTNnvAmXUUQkztBOPp/H3Xffjfvuuw/5fB6VSsUxqXXZA3s9J9YK1UI+Nr9An6HPosKxVooVBL426H0KeiyjKnghqaWmu0wU9QNwXg4VLryfxAqwmkNC70IikXCghxYOgQPPzrBWGIWd9o0CAUCorRQyqVQK6XQa29vboXLJ6t0gUNH5Yz+5OGlN8X02KZil7tfX11Gr1RAEu7FVxrRpIXGc7JwztELygQ31UOh17INaJPquqBi15Q0tGEZwrVZkVOye7dC2aJhucnLSjcG5c+dw6dIlVCoVHDp0CIcPH97Tzyi6keQGsBtK5FzlcjkcOXIEx44dQ6FQQCwWC4ENjhnJZ0hw/KwV6ovvRz3Pp4x0TUUBEuu52Y9xpIqdbbLt1JAD71FQoe3kmuIa7enpCSkvhgLoHSGvsgigrhu+lzJY+8B17msfFTJrJWkOmspCK0cpU/Q6yimuT71fyxX09PS4tcZ513nguPlkh46djzd0Xkhsm7aLbVNZZWWHfb4PZKjhpLJD5YVvDShApY4YGxtzMmlxcdHt8Lkez+t1A5SPfOQj+MhHPtLxmmQyifHxce93a2tr+OY3v4lvfetb+OAHPwgA+Pa3v42pqSn88Ic/xIc//OF9t4WLgQulWCzi6NGjGBsbC8U819fXQwpNXd06wGQsdd9RyJB0QfgUkcaeNcQQJYxUydjrFUmroGQbfYJEhaN1yREAqRuWil+Zk6CCpbzL5bLLCeGBfoVCAVtbW67sMe+1sWXrFlaLR/uvXh2OM59FRcV+ETjR8tnc3HQChs/h87e3t0MHvym/BMFuSWYdK46njpkKL+tq9QkZtUhjsZgLI6glpnNpr+fzlefsfKvlQ0+XWo7tdtt5jjT2r/eqB1Dnn9ZlKpXCiRMnXNXlq1evusMdr6dY240kN4BdgEIAPDAwgImJCQwPD7uy6Bo2Bfa63O265riqy1vn0+YZ8Rk+C1vlA6/Td3YCIVHARNupPBAlR+w7VU4paNNwOJMlaZAQgGxvbzvvH8OxLEfA/EBfzhTlh4JFn0K0QIDzq8YZwQ4VOX90fui1Jejnjw1PA7vghG1XGUBwo3PHtWXH1fKDnScF0sqH9scHdKxhrd8ReFggY/WO5rZZA93Hk3xvJpPBxMSE04WLi4sol8toNBp71kEUvSE5KE888QRGR0dRLBbxnve8B3/4h3+I0dFRAMCZM2ewubmJBx54wF3PrPlnnnnGK2hsDgnra9BT0G63kc/nceTIkVBimy4kKgi1Gkiq1G08EwgDEUXf/E49HHbHjyJhtV6tq9/mjfBZPlCiC8kynuYU2Li5Im4KA/VoUAjwKPVMJuNyTpiDkMvlXM0MJs22Wi2n/BgqoXDiWBKkEBhxbHiN1jLgeOjCo9VCgdVuh3NmSJogGgSB206uIbH+/v6Q+5IWXX9/vxsna0HbUA7HVb0SJHuNWi0qSDh3ypM23s1rOQZ2LnV8lQ9UsLKf8XjcgTlVBsrnHHdNMszn87jpppscILx8+bIDpT9P+nnLDaCz7AB25EJ/fz+Gh4cxOjqKdDrteMvnivaBDF9+gq5LUpSRYmWAlR1AmId8gMYaW1aZWt6Ksqy1vbYNvjHQtpMf6TFleKTVaoXCzqxBxZ8gCFxYSOeFbSWvqnzU92keINtsDVINORPAc42o15Vrg+/SqtS2r8Cu58UqbpUXVg/5ACHnVsEZv9PPKQd882b50IIay69RwJQgRY1m5WvrFVS+VBne27tzjMn4+LjbMbm4uIhSqbSHp6Lo5w5QPvKRj+A3f/M3cfToUVy8eBG///u/j/e///04c+YMkskk5ufnncWiNDY2hvn5ee8zv/rVr+IrX/nKns9TqZQ70K5QKODYsWOYmpoCsFNQiWe+2GQ4ks8iVTRJ0slVN2onAaNCwyob33Ua67ZAQgGUhiiUOX3t7eQRsCgY2LXE1dJoNptYW1tDqVTC4OCgK0tPC4NjyrgsD/Rj7JeKk9UHgd1Duba3t513S2uPqGuRylUTPvX5/F4tGA39cb41juojembsQuVYqhtarVsCJxU0Sp0sbmsJ6TXKs/odSYWQ8q8CWLqeNeeAglk9WxruUAuPAjoIduLKR48eRb1eR71ex5UrVzA7O+sdy9dDb4TcAKJlB8e3r68PxWIR4+Pj7mRiTQq3wlstRPudtUQtv3XyglgZYsEFn6ceCx945vOt4lHFwvbz2ZZUEfq8R7oGVVap55Zru16vo9VquYM/dUcdeVd3FvJerd1EHrV9J1+rsvQZBXYM+QzdDMD+ck1wjeg9+hwdJ4agNafI55VQ+WvJynArf5R8PMjPtW0W3CjvWYBBOabj7cubI59boGKNMnqpEokEstksJiYmXFXwarW6p09R9HMHKL/1W7/l/maZ6KNHj+L73/8+PvGJT0TeF6U0AeCLX/wiHn74Yfd/pVJxQATYiVUPDQ3h2LFjGBgYQK1WQ61Wc8qPA2UVurV47IRZd6LNA2G79bNO1wC7C5OomgyrC0AFnvXs7Mdi53v4DO2zWoWxWMzljdAFy6z0arWKRqPhDoZKJBLI5/NOibP9KlyYwU3PBt3nFEpalpqKkn23yYjqalUByPlUxQzAWTkEQ7xXLTd6BThmFKIAnEtaF72GmHhWEENFnEOOtW/HjM8dai0d/VyFi+2jXqvClPfqs1lUjULYnk2k7SdPqQdG4/IUrPQynDx5Eo1GA41GA4uLi/h50RshN4DOsoP8VCgUMDIygnw+j3h893Riq/x8ysdarT5A6vNq+GSCKjALOPjbAhq91gdK+L+tkeMbR9tuC+YJSKwM0zEJggD1eh3tdhv1eh21Wg0AXHImeYq8TcOF24rVk6ueVcoQtl/DtLpWgPAOLauM7dhqP5SXrFGo4FCT7XWs9T4LrrRf9KroeKtct0CFv31yxWe8cCyUJxRgWyPdtpvGHkGaJoGz7WrQ2PVhQVhPTw+KxSImJyedwbtfesO3GU9MTODo0aM4d+4cAGB8fBwbGxsolUoha2hxcRHveMc7vM8gA1tSAZ7L5TA8PBwS2qrUVbmr8rcWrD4b2J14tUCtF8IHEOx3Cnas+xUIl8ZXJO8DUAqeSD6kzX7oOBHxAwiddbO1tYVcLof+/n5UKhUsLCygVquh0WigXq87FzgVue2TLsRms+lqZ9AzwnmhMgf8By/yNxU+t6RpEpsCFs6NelXYT84TQ1ZUvlxkmsNB5W1r23DcCLTsabe0KhRYWYHoU2baft/cqYIgv1rlp99bQaNKiYKe9YJs+/mjtS04F7SqtABirVZDpVJxHso3gn4ecgOIlh2knp4etyODyeE6N1FGjAUkVlH4PCTWq6rX6Xz6wILOiZUdtk1Wblglat8R9b81stjPdnu38BoL+dFIaTabqFarqFarzkhhWJjjq/3SMeZz+WzbD12vdi0QTFJpWm+R773so3pTNA+QwEjnTT28Oq/qbeM71Rutu2Iogyiz2Kao0IkPnPgMH8t//FzBCQ0837N5vRrEHBtNerbePpubor/5rmQyiaGhIbRaLaysrGC/9IYDlJWVFVy5cgUTExMAgHvvvRe9vb147LHH8MlPfhIAMDc3hxdffBFf+9rXruvZHETrvqdAsh4Rkk4C/9cFaV1WajFYtB3FGPzbMrVep4qHCsVas1apsb1scxSROXxoFoDLLSmXyw7R5vN59Pf3o9FooFarYX5+3lUCHB4exvDwcMiK3N7edgKKnhfGnJvNJra2tvacmcOF7Eu44kLnOOnhgABCi5xzpGNLwMX+Uthowh7HRK0y9aZYb4V6RhhfpzWh3ghd9ATDOs9sr4ai1EJVQeFTFuyrts9n9fG3CjrylZ6l49seyHEEwrugdKdXNpvF5OQkVldXcfXq1Uj++8fSGyk3gN0cFM4DQzp61IGG11SOWCXh8zio/LAhGX7vu1Ytex8wIansUmPMB6B8RphPXinZd/KZ7Ad3vTUaDcTju4UXCWYrlQparZYry5DJZELrjWsICOexaDVa3UXJtvjAIdur8lV3X/Iddsu9le00bng9ED6Di+FOnUvea8GD9V6xLxpmtfNtecHqLsqOKC9YJ7LPVXlCsryictp6VGwo0nqw7Dvj8bjzwg4PD++73dcNUGq1Gs6fP+/+v3jxIp5//nkMDg5icHAQX/7yl/Ebv/EbmJiYwKVLl/Af/sN/wPDwMH79138dwE6uyG//9m/jC1/4gjvu/fd+7/fwlre8xWXn75dyuZyb6NXVVbz44otIJpMoFovo7+9329P0HBibGAiEkbTPUlEhA4SFg0XjysC6AJQ5FJhYL48VJD7ErIxg3bAkRfbaZi5UxgJpCScSCTQaDRSLRVcFNpVKod1uu+z7vr4+N966qNUSovBqtVpYX19Hf39/qMaILjztD/uiIAaA81xY4aVVY0kaduH/Ok4UDPo+nTOCOgVABBWcs97eXne9Jtop75CX1IJT0GItWvXA+ObdJ5D1Hh+o8Sktvp8FyLSIFsfK7iTj85lAvL6+jlwuh4GBgesSlDeS3AB2gfr6+jqWl5dx8eJF9Pb2ul089GJybFVZWEXvAxhWdtj5jbpfZYWCXmDvdmCfZ8f34yPbLyVrUKlCI8BlmI+ygzWXNOS7tbXl/qdsoKLTPBPS1tZu3aJ4fLc8geUzO5Y25EXe1x07uk55jwWZvI7f67zYRFeV75Qdyhtcazo3/Mx6431glM/UdcznqRGhc2nntRMvWG+KfZ41jCkDqUMpTy3g8wEstoneynQ67eVJH103QPnpT3+K973vfe5/xnc//elP48///M/xwgsv4H/8j/+BcrnszsP5y7/8S+RyOXfPn/zJn6Cnpwef/OQn0Ww28YEPfAB/8Rd/EYqN7avx/382eLVaxfT0NGZnZ3H27Fn80i/9EoaGhpxr0YZ3VLhb5gD8QkcZwJJ1+fmEkYIPdeWpO00XC393sqr5bh9pf9Qa5ta+er3utt9SKRFY9PX1YWJiAvF4HKurq9je3tmqWyqVEI/HHcBpNBrOwqBw2trach6YRCKBSqWCTCYTqhBrBUYstrtjhp9RSbDdBCdMVuWYUDgC4Z0Zdi4IbDS0o0qAc8tnWy8a+Y0WESvZUnDZLYlWYHLnERe4Ama+2wc8FaBYPlHFYflTP1cBp/ynHhIKG/aLHiIK+lgsFpqTWCxc5fNadCPJDWD3LKZKpYKlpSWsrq5ifn4ehw8fxsDAADKZjCuGpzkSHFsfEPF97vNEkFTJ2XkEdhN5eZ9VHDaEcz2k7fR9Z9vL8Wo2m67woW7dp8Lt6dk55XZrawu1Ws3xCcM97XY7dF6PbtXVnKlYLIZmsxkqRGi95erl4Hjq2tC2swiheiDoEaVs4jMU8PBem+fCa9VD7ZsDfqcyv1PCr8osjq3yls9Y8RmxCtQ6gRQl6wH0gR3OGQGHlXUKyNk2m593PRQLfBx6g1OlUkGhUMDHPvYxVCoVzM/PY2VlBdvb2xgYGMCRI0cwPDyMoaEhHDlyBCdOnMCJEycwMDDg8i/U4iX5hAy/t8JDv/cltkVZNT4XsUXy+nySD4gooPJNvIYzGI4plUpoNptu21ej0XCWTD6fd4I5Fou5eOHq6ip6enrcAYFaMTaZTLqKirFYDPPz8+4dm5ubDuyMj4+jv7/fxa0bjUYojyGdTjsBlEgkXPVbem0Y02ZNBV6vbnhuf6YXh5VlKWTo/dEqiirgE4lESCCqm1hBrlpnHHvrTdHfyg/WMrEeNH5uwSXBkQ+gKK9o+Iek9yn4UvCrOyIICJmToy76ra0tlEolPPvss/jJT36C//Jf/gvW1taQz+f38N+NSJQdn/70p12Ik0C7WCxicHAQxWIRAwMDGB0dxZEjRzA1NYWhoSFv/hWwN+8EiD6igmTBiwUFNqTrC/WSOoETn9ywMo7v0O9tGIPn7FB2MJzK9crCijQSaKTQG8Jqq+qNoGFDj16tVnPJ+dvb20ilUhgYGMDg4KDz5lJmNRoNtFotxGKxUDVUhptoFBEc8ZwxKlZNomX4RQ8c1TIE/AF2a6loJWAqYcoU3SGnnnErQ3SsdVuvKn2SBRtRHjSdSzVq7OYKn5zwUSeAY3nF/s+50M0Ri4uLePHFF/GpT31qX3LjQJ/F8/zzz7vzWjggMzMzmJ6eduj4yJEjeNe73oVMJoORkRGnTHTxceCtwLDx4ijPirVyNG7pU0icZLUCfChcLWRF0j7FZEmtCi7SSqWCcrkcKoyUzWbd82OxGOr1OjY3N5HJZNwBcQQz1Wo1ZDURnBSLRbTbbdRqNWxubqJQKLhKvurx0PLXCg7YVy4krZdA4UhwovNlFzytIVpZDEERmLANzG3ROWWfGN6JssQ0KUwFDedaXdvMafApIwIr5TUFW3yefkcBr0LCWjkka3lRwNI9q54d5TtaabrrguCIAPfcuXM4f/486vX6fpbpDUkzMzNOdjCPanl52YUk0uk0Dh06hLvvvtsdiUCy8oGfWVCif/tAgTVoFLB2MmSUb/T9+tv+7SPftfYdNCiYb6InC1Mh83oCAIJa9oueT2uF093Pe2OxmDv5ljJdgQHb6UuY1/w9zXkjsLLeE5XFBBeUNzQuaOBwTajHxc4BwYXKJssvJN98cl1qHp4NtenzFAREgQiCMN93OhYk/V8Nc/3eZ3DzO6uf+JvGTqlUwtWrV7GwsNCRL5UONEDhRGpMjINIhD8zM4NqtYpMJhNSPIogrWCx/1vwou53tWipMBVB68SR7PV8l7p6bdvU8lXrmgvIMh6FC92ymm+iQtDu9ec4aoLb8PCw2zJIcMFtxcVi0WXvb2xsuBygZDKJmZkZpwDolWCb2+22q2ND5ctcFRV81WoVy8vLqNVqzuqixaXAkpYb56Ovr88l6m5tbbnS1/QCKf9wfMk3OracT80/4hwov6my16Q+Xmez9+0824RMDTVpeEyrt1pQonyg/KLvtLU99L3x+G4OEa8NgsApprW1NVy4cAHz8/MONB5UqlaroUTNIAhciLNSqbjxPnbsmONPNQxI1/KY+L4Hoi3iKCub9/C3fYeCTitvfO2NIgW0HA96LFTJky/ZRq5p8q2ClFgs5u7lOqFXjjv/uNboKVGDh98BcABSDQ+CEg3XkI8JrLTdJF0/quhtyJB91TOGdMxJXMcqO3gd5ZTOozVyKGu0tL8Noegc6Xt9QMQatkEQrhrrC/FoWyzv6vW+fEnqEHqf6MVmvuPKygpKpRJWV1c78qDSgQYodMfrgU5cXGQSbjFl0iezwzlhVulbFxYQzjGxyJvMa61qZXS1lu07CK5sHNpaaPZvKhMVcMpIGxsbrqgWhQytGLUCFKzYXSlBEDhrBNg9+VitTBZt0xABCzK1222X5V+v112JeoKMTCYTAhB6qBXvKZVKTlDxe1pgNm7MsdOwCIFRf3+/67uCQs6HzgnHTwGqKgsKYvsuzqcubk2g8wkELmpNwuZ3sdjuTixNqFOr1ZIKPCuwLPi2cXUKre3tbVevYGlpCTMzMy5sVy6XEQQBhoaGMDIysuf9B4W4Buh61pAGgSvHXAGEUpRBE/UD7E1e9u288YETa+BYYBLVJnuvPsP2RUEGd+JRweghoGy3rgs+Q+Uk16o+P5FIuEPrtGgb1xJzoAA4eaVGDEOvNFLUYKJhEwSB8/rU63UXhtIwjAUhquBtyFW9sypz7FhS91g+s94UTUQHwmeR2TlUWWwBik9n6Pc6tpYHdf7t+gd2vSWcFyu7KOuVdP3UajUsLy9jeXkZ5XLZ6SKuqf3SgQYo+XzexQv1BOJms+kGdHt7G2tra1heXsbY2Jh34PVaUpSA4eLkouCi4Xc+xaGASMm68Wwsj2QZVN1qioYZ0lBLkEWTVNGyD5as9aXgy547oXFcWtocT85JrVZzMf6VlRXn0mUfGSumdaXgkbsrlpaWsLGxgf7+fhSLRecJ408QBKHic7QSFDgQEKlg5XhoiEP5gKCA1/X394eECOdL79VEVB1TFYjWzUoBo3NPYEKhrp4RVZhWaVkQonFnBbKWp/U3AVAikXCKanp6GuVy2b2bir1TfZEbnTKZjOMzm28A7I6FCloWIiRZoa1kZYAqP11XquhVUdjnWBDC36rIfMBEfyxg1X5qTonuwlOFYr2uClCs7FDvMmUlP1NZYttGOUCjiuHmTCbjjAwADqTQY6NeSOas1Wo1F26lMaXAQ9/Ntmi/2H56NXSOgLAxQH6Ix+Oh2ibqXbW8Y70c1piwY6zjzGd0AiiWP/mZz7DxGTPq6fGRPl91EuXDxsYGyuUy5ufnnRdL9eV+6EADFFrg3J+tbsRGo4FYbCff5JVXXsH/+l//C5cvX3bbGlnPguhYT9m0jKgK22f9+ICJVR6qUFSgaFhFrSEqqag26K4QhmS4M6derzvg4LP8bIInGZJKGQiHn+hZsQKHipmCQbd1ayJto9HA/Pw84vE4isViaPFr2Xwm1nIuV1ZWsLGxgWw2i4GBARSLxZCFxTHhZwqWOJ5RAkLHUt3UfC7bxLkjb9gkVc5nlEeDRIFsvWf6mRXUyh8KXpSXLNhQAWTn34IzbbOCVl6jsfxnn30WjUbDAUgmMh5USqfTCIIgVHyPPAvsbnmdmZnBc889h0qlgqGhIZcsTNDLw+9sEqKPfCEcHzCxsoO/o5SQgmV7vz5HlR15i7kWCgg0YZP3RrVZn2V5VHmNMktzmoBweIJ8rTzfarVQLpfd4aXqkaAHRhPUgR15RXDCPLl0Or1HBtjxtmBPgYquewAhkMZ7tf2au6J6w46bggY7bxz3/RDb28lz4vPSWCPFjo8FoZZ0HtlPNXA075HGo48/o+hAAxQCC25vSyQSbucBhXMikcDCwgJ+8IMf4Kc//SnGx8fdgYKZTAanTp3CzTffHEqU8lkaAPZ8Zq1T/u1jFhsisDFF/U6freEkXfjWW8IMeCalatKYKiYuGraVf6ugU2tPBYYmgtqDt7htkFsy19fXUSwWMTY2hrW1NVSrVVy+fBnlctmdhsxcEIZ0mIhL621zcxO5XA5jY2OuDDm3I1OJ07VLK1Dd1DrG1sOhfdRQHOdBtw0Du6e0cpGpsNHQn7U8rFWiQonjaQUH38e2qrCxlq8Kc59FrfNswz/Kr/yh4uUZNdls1hXtW1lZCYHQg5wkS4Bt5QbHiAJ1cXERm5ubmJ6exsDAgCtdMDw8jCNHjmBiYsJ552zozQeIrQEUZdSQVHnp/Oq6JN9a6zgKNBN8U34wAZ1JoWyrzYXR5yppu7SPbBPXDGWGJoBTmetcEIxoeKlUKqHVarldhrZWjR5MyLWfSqWQy+Xcjj/rTdK17/NCWQCic+cDfAo2OC9a68UWj7P36Duj5k5lgAU8vmv1t5L21eoiKzui2qT3cDy5CYH5R2trayiXyyEj63py1w40QFGm5oIiUwRB4ITM1tYW1tbWsLq6igsXLri8lPvvvx/33Xef235MAaNklZcvPBJlzVKwqBBRpuBzNcyjZBUY+8IYn26348KkktFFwGdxh4sPXWsils9qiMd3c0tUMQO71ia9KHSJHjp0CLlcDsvLy+7gsGq1ing87g4VpBelv7/fJeIyGTefz7vTbROJhNtqrG0iQOFc0fKjZ0bnRePVHFOdSxU+5ClalDwOgM+mR8XOsQoPa2lavrKJZtZy1rZoG5WPVMgrH7GtnCP18uj8af4LQRPBI5OYK5UK4vG4c5PzuTwZ+CCSWnr8YZ5Dq9Vya2V9fR2Li4tYXl5GT08P0uk0xsbGcMcdd+Do0aMubGk9KD7jRj/3KQ37WZTHxAJRvVe9Y8p/CtyZW8LEdtYHUh6x3h4LkqK8Dhxb31pSfuczbGFG5ovRa8mtzfSmaB4Jr+Gz2K92u43+/n4UCgUXEmY/OT6UA1rMTdeB5mepPLdec/Vmcjw0Z2x7eztUKDQIgpD8sSDFAlcFevq5L0nVx3s+HrT8owBX9ZLVZfosvVd3FDE3KJVKOZ6i4cp3/sIAFAAhhqP7mbtGtMZBOp3G1taWyyAuFou48847ceuttyKbzSKZTIYYk6To3gp3nehOpIrDLnK6UX3xPGUIumK5e6JarbrFy7AGD4lTYGNds/o8u6tEAY4muBEZc0Gr8tMFGYvF3AGNzBmhxdlqtbC0tOSYV+uLsN3ATp0KxpdHRkYwNDSERCKBWq2GtbU1rK+vO1BKy5XWlD0gj7yhZaU5l1rqXBcux4n95XN0e6WPH3SuGfpSYa/zqwDSZ/HqZz6Ljc+iVchwn/KjrXDL5yvvcaw4Xiymtbi46M7OaDabuHTpEiqVivNCEbRdTyz5RiOrRDmulCME/eR1KvFWq4XR0VEMDAy4AwaZi2MBRpQnxVq2VsHZa+3cWlCgXgEro4DdEAg9Evxh6JZtpCdTla+VGyrL7A+wm5+m93Jtc4xVzqocYjv6+vpcmYNsNuuMMM6PBVHArneCIaBsNotMJoNEIhECYwBCXmXdIadyjKTKW73SUWEPa0gqMFRPg8qHKJCiIMbyrc/4Ue+K5YUo74cP8CpY8/Gmyn2VH+wvx6nZbGJ5eRmbm5tuvNWTvR860ABFrRZFeywIxkVD5qYVmEql8Ja3vAVve9vbMDQ0hL6+PqyvrzvhS8BDZlXlci0wEuVFUSIT8HMCDCAMTuiqpPLQQknsEwDnRaCHQxPQSGROKjNFyHwHmUuTf2OxWAhQkLgAaX0Au2flULBToGSzWWdp0o2sloHGjhOJBIaHh5HJZJDL5RAEAdbW1lCpVByYY0hPiyWxzxra0zFQ1ysBBhD2jClRcHGXGMeJwl4tOOtJsYqJQklj+hQw3DJphYdPuamCUkuKfdJrCPx8c82/2UdV1OVyGa+88gpWV1fdszOZDPL5vBtvJh5GeYcOAqn1q3/reAAInYAdj8eRy+UwNTWFm266CWNjY+jv73fC2ucV4bsUBEd5UPi9/dsCEx9Asc9WBcLtnvxR4KqA3fadfWYftG3qubHPUs+LzRlj2y1AsTvVCJZYoTqTybhwCYG5Vei8rq+vz3lh9HgMejh1zlUWWI8RgFB5fI6HJtlGGRgMaRHM67wxn8/yhp1/fa7934aFozwpUe9Q+WGBsgUqOnc6h5Y3ms0mVlZWsLa25mQ6vY4axr+WDlU60ACFjGAVgzIxAKdkyGypVAr33nsvTpw4gVwu5wqRAQihPUW9lgHIIOp6sy5eJasggL1uOyB8qJVWe2UdAoIW9T4w5KALpxPxXoIDVdKsKaCJtGoFqdfFom8uRM2mpys9lUohn8+j3W67fulWXVqpdPFmMhkAcH0ncNRkU9sOKyBJavXrHCiQ0cWuvEVBw77rPPE5bBOJ8xME4aSwWCzmgF0ikUAulwvtkPDxiyodn7XlE5KcK22nWj1W0ZAHtrZ2DnfkQYALCwvIZrMYHR3FLbfcgoGBAXfa9aVLlzA9Pd2Rz25kshawyg79YX4K547HONDLDgAAgNpJREFUxk9OTqJQKIQMCZ1nYC8YiVIk9h4lvddauvYzC6KZY6I7laynwtZs6gQ6rZKzyaCURwp01IhU2RHFl/o/n8nSA3yG3QZOjwUBDWUhjSUrx31jrSBUx4FKVceZY2F5R41MrmeVPUA4rEo9Y40L/UzbQRlJOahbpq/lpetEvjVAuebjMf2fIV/usGL1YFYfpxd8cHAQPT09aDQa+2oT6UADFCCcWAr4k0tZmVCZtVAohKoHMmdBGcOXI2CFkG2HFUjqprMLU5/JBadCpVaruf+p9DUkonFUVV4+dE+yiaCaGEeww7LU7KftAz+3rkg7VgQh8XjcucJZCyUIAvdu3eJIpR6LxdyhZAQu6iJmX1RIsS0cA/6fSCTcrhMqZC5s6zmxoRnlBw1t8d3kL/bbCmEVVFR2q6urqFar6OvrQz6fx6FDh1wsnW32CQMSwSXHOWqOSQSJqgiUP/T0b+6U6unpwYsvvuh4kICK23NzudyBKW/vIwvq9O+oEAe9iTyhm2E+nzdDn2u9Dz4F2UloW2BivSlUeApK+JvgCQjn7Kn3zCo4n4dH+0beVsXPdeDbaKD85vsh0fNHjy5lARA+NJSgUNci+0i5pbJNDVl9lwIs9kFltv6wr7quLaDTPnJMue5t7p+22eoMXe/alna77Q5oDILAHcTKIwaikmZ9vBXFb52Ajv5YvmB7mMu1vb3tQsaxWMyBzHa7/cYeFngjUZQ7kqRKiEyRSqUQi8Vw9epVzM7OuvwTAG4xk2l1W5oKIss8NqHKIlLrluX9agVwQWlGPZPD2BZWZ9SE3qg4ZZTwY3spzAggdPcGq67qglPGVK+CtXaoDHXrLxPFWGmWdQkIQihIaGVo3gc9WlSwWglVgQLDSVbQctGy/YyV6nHuOlcqYHTBM+mL1qkqBebA8IdzzPCXWkpMvlxcXHQVSxcWFjA4OOh2iTDRTOPdNrRjFaIVctoXFXhapZK8okqYNSe4dfbFF1/E4uIifvazn2FxcdGdjURwdpCJ4+r7XPlZiXlsi4uLLseKckLBP7DX42CFe6fP7TXWuFEFS35WcKKFK7kmdfedVbC2zVEgyq45Knauea4F5T3lTQsWLBDU+kpsP/ttPaMWrHF+FLQBuwmluoYs2GNbrBzQcdDEV7bH8gffp2tK173OIZ9lgZryA9vL53HDR7VaBbCzXrnbjutWt3P7vGLW4PHxWxTQ0bbZZ6fTaaef4vE4Ll++jFqthtnZWTQaDVcl+BcmSVYtXVUK/E7ddRp6aDQaePzxx92ET01N7dlCymfxPmBXcGk4w4YI7GLUz7iwtc6AKkytH0KXpRbF0nLOGtqy1om+GwgzvPVYxGIxF7NV5tYFps9Q5W3HhgqLgorgQttPBUlriM9lDpAKJBUCquR9gkZ5QnmD7dExV2DIvrA/VDYWoPDdbA9jqXQj644AH2hkWCeVSmFoaAiNRgPlchnnzp3Diy++iJGREUxOTrqD6gYHB5HP553nSV3mVsBYYMLvrYBlP3T8rDLp6elxOUNbW1uYnZ3Fyy+/jKtXr2JoaMi50ScnJ91WwoNIPgEMhC1W8r+O9fr6Oi5duoR8Po+NjQ1MTEyE6nNYxWTJKkVLPkBAUKwKUmWJ1gHh/0D46A09yE5DCtcaD9tuyique4aEfeEi2yfyr8pWjhPXnW5BJrhSoE5r3HqQFLjzndYbZkG9gj4rs9kmn+fK3qN91XWqfMS+cH74HC1jYAGjelPYHuZzrK6uYmVlBZubm+jv70c+n3cbEtLptCtsR5luk5ejElWjwLUlnxeMcj4W2wn1LC4uYmlpCaVSCUtLS+7olOsxbA40QLHuMJJVLD09PS6Zjd8vLi7iBz/4AV599VXccsstOHbsGA4dOuROziQz6GLjxOpi1cRHtVZV+dKDoLkXqjAVlQdBEFJ26o6lgLEejU7WlxJdp/TQALsVGZlgq4CATGyTpWx/VXFTgDB0xpAUk5OV8XmNjhefze9VkHEsKJDZNk3YtR4Btk13+NBTRu+RBWPaF+uh02vZBnV1K0jheGnYhwcwsh+NRgPnzp3DxYsXceXKFfT07JwaTYDCgxd5ujOFEHnUWqP8oRAgUGF7mAjdaReSustjsZ0DJLe3d06bZW0J8sxBJZ9C9rn29ewjYMe7Nzc3h42NDczPz2NyctKdgEx3uzUmVGmroeKzYq3ssADFhhit7IjHdxO3rVfTBxyu5blRQKsGFcEs+6kATd9j+8OxV6Wm486x4j0MDWjdJZWLNrymcl+NR96jsky9GNYIVSNDQQnXus0jsYaM7aNtm4IUBTL6m20kJRI7u1GHh4extbWFer2OcrmM5eVlJ+O4GYFGBk+L5mnTlPO61Vnfr/rGAnW2XXnTF3bk4Yybm5sud1K99T7gHkUHGqDYzqrXRBmWwpouJsb7l5aWMD8/j+eeew6pVAqHDh3C5OQkRkdHQzU4CoVCaMIBhE7X5bvVU6KK0CJ1VQL6uSo4MoplXgAhxlZF6AMsisRVOFLAsKgOwYNaACqctS9WqKkS5L2cBwoYCk0Nh7GPmvujVgldhQSBduGr8GaSM9+pXhcVIprQqB4gFSZsh86tXcw6f5wLKn9rtQG7SbD0pGSzWdxxxx3I5/MIggCXL192dWAWFxdx+fLl0DywrsPAwICr78C54ziy3/TSFIvFPTzEcCa3zOrOMCYjt1otrKysYH5+HtPT04jFYi5/qFAooFAoAABqtdo+VumNS1b4+tzh5Cfl+Y2NDVy9ehVLS0s4e/Ys8vm883xls1nnbmdRMSoGNS7smlbjxgp8rhmfDFFZYvMerLJVGaVe106GjoIkNcgUnGglXf7orrpO4QT23XotrcLUUK1PdlhDQkGSggPreaH8UA+iGjeaZ6SeF194yI6bzqsCXrZXQ1hWTtl50lyOQqHgZMvm5iZmZmawtrYWCmlpSI95hQzBaJqA8koikXBnrLHyLsdCATYNXQ0nqvdfvSfWgCdP7JcONECxcUmLZDnBHBBuQ2OdlHQ67aqwLi8vY35+Hi+99JITxrlcztXzGBkZQaFQcHkOrCY5ODgYUqJKqqCiSEMX/J+MobkN7C+ww/y0JpT5+Z1V4kEQOM8JFzTRNt3TFuipQNA2qEDTPjDxVLPtrStVrRgL7LgAFLxQQND7oeBGx5YeKioTXeR8h5bm7+np2ZOZT3DhE9IaOuT4UuHQE0U+U2Cpc69AiN/19fVhcnISN998MxYXF9FoNBwoZPs2NzfdoYlzc3OuL/qj1qvyJk+VVnBCoc4TRnleE9eB1smgtUjBtb6+7rZ7q0A8qGR5RJWMDX9ozhcAt/W/Wq1iYWHBgX2CRv7Q88X8LlZJJdC0PKfGhG2L5U1dk6rQfTkmvr7vh6y3hrKAfdFkYW2DPt+Ora8tFlSosWk9ohwL21/1gqhe0DHls7g2Cb5U/vAZPg8CsJvnQnARFS7x9V9lE4GHjnUUSKTMoEwsFApot9uu/ARD9jQ89Dm8h0YMf2w4n14YAmv1BlsPlK2nQ4Bi6+2o8Ubwsl/eAw44QFHyLQLf/5oUycOmOKAs5sNzfObn5xEEgVMA3OkzMDCA48eP461vfSuGhob2gANgl8F1u64lK4ys98H2yaJxX3jLByDU07C9ve1qptACshaWChgfCPL1g6idYEIBiLoNuZg5JmolMcub36tbmoKCfdbFbRWLghj1yMTjcWSzWfc8zf/ROdMf+5mOM61EC0TVI2RJAVgsFkM6ncbRo0exuLiIjY0NVCoVx29R1jIFgc+DaL1Z2lZrLStPWB60lhWFXr1eR6VScXUmDipZAOID+T4hTyKvqwXJ5D/lV93ZQs/W0aNHQ4niPkvcKjXbdl0/yqs+pW77rMabkvYfCO/WIVjVZFjdOaKKXOWTHd8oGaIeW13X2hdNlFewwXtVtlDesD9cO2q48Tv1qljyyQCCd/Via1uj5IcSr7Xhcxuq0vbr3CUSO7vqxsfH3WnBDDlTHukccw5Zidu2j8+2strOLdtCb4mGySyfKU9p6QzfOEfRgQYo1+qoXXD8n2BDz3ChpcpDpoDdYmRUZGtra8hkMhgdHcWpU6dw/PhxZLNZbG9vh9zAvsWoi97XfrsY9V71LFghqsyofeS7NLufaJ9uPNtm9ebYtlMg+hYbkb3uEqBnQZG57g5S75d6HdTSUQHIfiqA0bATQRgFvl5rhScTeLlotMKkunXVsuO9KkB0MWvojIvWWmXqzVMFMzo6iptuugkLCwvu9GkmE5M0H0jnRQWRuoP1M3rQfN4863Wip8UnUDVez6MNDip1slR91yl4J+BgDQibX8b55/EOwE6i9vDwMHp7e13YmCDPKkcfMLFeFJ+sUUW537mJkqFcFwpOKDvoNbGKGQjn//lAoO0X7/EBCo63egnVY6FJ7vo+9aBwzfJayiquEV3TKjd8RhsQDu9osrJV9Fae63irHqLcUv1g9YfKTB2/ZDKJgYEBTExMuKrpjUbDyRafTtDP+VtlCj0wlj+uxX/sj/WC6djyXb8wIR7Ab+340KeieioGYHdQGZ7IZrNOsddqNZfoAwD5fB5vf/vbcd999+HOO+9ENpt1ACAKgbM9+l7rlSBzqwUQJWDYbqts9HlU0mw7LTuibnpP1OKO8tzogopqUxAEoUxxvpt9o4CxSte6gy2Q0O8pVNQrEovFQszO59Dq43hbTwet2Xa77TwDBA++EvgcO5KNGTPhNR6Pu5i7hoV8LmW2ix6t8fFxTExMYHl5GbVaLQRqVEgSVPp+SJYXrZVogQ/njqDRJobaueb9tNj+OVDU2rWghfPAEKtusVWDhl5ZbsceGxvDTTfd5M7wGRgY2AO6O8kwVQx2re8HmKjM4/1RMksNG4YaCciYZGnXqcoO67m07VXSdU7Zoc/RfAqVV8Du2VsqN/hOlWeqI7StuvtH1xENHb5DdQdDzhwjBSsKgLS/Vp6yjXxmIrG3ToqOmYIX9oH9Y0L90NCQO1BRx8gCSD7Hx1dRn/n4k89WoKoy0cd/1+M5IR14gBJlZfhQPK/XhQrsghQqC7s7J5lMIp/P46677sKv//qvY2BgAMVi0TEmsLf2iLZNGcZ+71vgvmutK1+Bit5DZmLOCc/qodckm83u2f2hz9R2+ISzT3CSUa0Hhs9Sl6Eyu73OZ+HrdcrkXNS8z1ownBebO6AeAxI9KJr45uMhX96Pz62ru3b4DAtS1I1Nq3pkZATZbNYVYtKxUs+Rjr0qOOUVC3DUE6Sf29CbBTqaHKdjrArvoNO15IX9W9eGKlF1YeuaGxwcxG233YZTp07hxIkTyGazjn8pZ3zeG9sOaxHbtQZEb222/bAKUJWRbl1WQM88Gl2PpGvJL/uZz9vB+zXXJaqgonqVrdGn7/SBA2twWb7mulIQxuvUywMglGCr99g2WMNKQQP74QMp+n675sl3uVzOJc6zsKLOr7ZD51/lRtT8EEDZz9kHept942p5wectvBYdeIACdLbsgb1lxHWBWmUD7IZ21Po5ffo03v3ud+Pmm28OxQyptCzKVKayjGHbQuSpQsZawNZtB4RL5XNhq3uZiaPcYpbJZPYU79GxIcBQRexDvhZta4EmVWR8lrpb7ZiogLJxYh+A0ndrgSzf+FgBReLCYr4Mx5LzqDsDrIDTudJ3UpjyvdaLAuxWudSQFMef7tpcLufqG/AdFvgpAPJ51Ci8VPlYEKP8DoRPL7VjZseP32tJ/YNGVph2uu5a16gio/VN63ZoaAg333wzTp8+jaNHj7rzpXzb6n0UJT+UN63C03vZPh/4t6S7WjTnhJ4Thll0bKyREQX0fO1i2+yWd2ss+QCRvaZT/6IAAuWljpv1HugzAISAPOdGZUhUuF3fy37bz4Dw0RS8Tq+xcjmRSLgNHSyLwedSVtn7dew7pRz4QLOP5+yc+/rP99NTtl860AAlSgEB4cWpg2gTK1VRAggplmw2i2KxiNOnT+Od73wn7r//flQqFQRB4JKS7Ba4awkCK0RsIpJaNQpALGDRv3UM6HrU0z8JUDTjXplPAYTPmrgW4qWyJ1nmjVJ41gpVoW3nyCdkCAwscFELjGOi88z55XZzChktZ235h59ba0+tGb3OhlN0jAk+eB+VGmucqNCLOspAx0d5Ql3OUeSbF7VIdd7Vfa2APx7371w7SGSVQyde9ylI+7cqzHQ6jaGhIdx00004deoUjh07hlwu58ZTFZDPhe5rh7bXvtOusShFG0VR4EQT6n0gyAckLFj2jRnXnVY99RmMFqDYflJ2WNCn7/SBUTVQrcGl1/qMHgvSOoVn9H2qpG0b7Wc+2RvFq0y45kGJmqxtvU8W4Gg/LVixPH+t8bTXqnff5rnslw40QFEm50LndjgdSI1TxuNxV+HUEkM8tBQKhQJOnTqFt7/97Th9+rRjRFY95Tt9sf1ODKYWg51wBSiqAPk9n22FABWsgpN4fCfhkVUFFbn6wJQyMxO3fAKB22sZYuF4xWLhU6AVxat3xYIReh9UyUbFMu04cV6t4Ld8YnNCSHrMgYITFRo2jKbPtdYJx4MKnPdyHsmrFkBwC/zQ0BCy2axLVAuCwB0RwLbbcI+vz/Y7a4n7LF8LUnTsrIcJ2Hvmz0GjqDmN+r6Thalj1tfXh0KhgBMnTuD22293h5K227sHM2pomPfbd9i2Kv/aNeBrh6/d/N/OJ39zXTIZWKuRWitejQs1bKzit6RAW3OgLAi5lnzkWND7qus8SpHaudOx8LXXghY16vR5mujqe4YCyqh5Uo+szRPxGcFqMLDOiW5E8L3fN0f6/bU8UT6ZYZ9lf+xzuYFiP3TgAcp+LATf4Cu4UKbZ3t455Kivrw8333wz3vrWt+L06dNIJpOoVqsOnSoqvJYi1WsITtRz4nuGXZS2v1bAaAllLnoW+NIqsT7Litfvx11q26FChkLHAhrrxSJjq5DTe6MsfH23dVn6EL+PN6xHA4ADFBpiCoLAAVkrjLR/vnljfzWJT9uk/KgLube31xX5KpfLIRBHJWLdoz4XrfU0WdJx1v7ZHUL8Ue8S/wcOdpKsjpta4MDenJT9Kn0+K5PJ4MiRIw6c5PN5F3a1wCQKUAN+D2KUx0TJx2/kbwWc6m2zW3eZd6KlCPSZymvkIwJxXzv0f72X4ESNAe2zBT8KotUjYUMrVq6qvNHP+T4LCLSdep8+38ooa4ywbVHywjd/vnwPPtsXruGcJZNJd5jn2toa1tfXQ/rNvtcnG/XZ1igmWY+ZkpUZfI7+AL+AAMV6KSwq1MXJSVArnxYtkTB3Vdx333244447kM1mUa/XXdlerW2iCFLbBeyNW1qLwy56399WuADhE3M1mY3v4jZIbu3V6oUcD32XCopOY63jy/HSEvx2MVDA2PCRjrsCRPVKad/3Yw358mZ8SsQuVBWQQRCEduHomNuaLNcCAypErDBkf/Q95LuBgQEMDQ1hZWXFbVGNEvR8jw1h6Xx1mkcrPNV601g4w4Z6TRAE7rODSDq3UYrNjo3+ttdwnlOpFCYmJnDzzTfjyJEjrlIwc8KAvWe3RIUH9P26hqKUg20f22hli86x9eaQz7Wgl123asXbMIJvzGw7VQ5ryNQCCJ9nhu+0RkqUV0lliJ1rfYZtb1Tbdf4sv9B7D+zKaH2/nTNLtu/Ko3y/NVY5DzRucrkcksmk47VrgViOg322r63Km77vyFP8W+Wp8vcvVIgnamErM/uYk4NG91gikXBn1AwNDeHOO+/Ebbfdhlwuh1arhUajEVKmQDhhyhbbsZaF/vgUHe/t5L3QiacCUQYgUKBLVuuI2DHiOPAzFTK2jgbfreDEApsoqyXKg2KFjZ0rn4CJsjp9VpK23SoRe5+CpUQiETorybbRtzh91hX/th4OX6hJLZ1isYihoSFkMhnU63U3L7pVWp9n50j/ViViFQvnmd8rULIgjR4UX+z8IJMPxPr42IYAyPtMII3FYi50MzAwgKNHj4a2EqvnRN+j82H5VcGIXQtWpllw4lOudj4tONFcEF+hLt/YWKCh8sk3rtpea7zYtWhBhwLxKCPH11b7YwGmjpkPgCmv+JRzLBYLhezj8XjIYFTD+FrP0zFl+Hw/6zkWizmAUigUXIV0TfZXI1nbYHkwin/0eqtzqRP4o8adL+we9XwfHWiA4os7+hCxKlwuyI2NDXcK5MjICHp7e3H16lXEYjFMTU3htttuw/DwcGhBA3ChDIIbdV35wIm1LlThWuBkFY4yobV8FJgAuycIMylWBZm1TPRd+pnvfdpuHVf2U92/lvF8rmgriHxtsSDT3quhKm2TBShROyUUGGh77EF/VshYZeATeAqWgF1+0R0D6qLWOQWAbDaLoaEh5HI5LC0tuf76QB7JenxUkFnhw7+Vb/mZHj7H67VtOqc6PgeVdE1Z753vGmC3SjC3d7JuEgtkTU5OYmpqCoODg+jp6XFgt5NQ9q3DTsrbp2y1rfZ/q+SUVyinfOXPo9af/u8DqT5wYpWfNW7s831AUf/WNbpfcOLrA5/VCehFySNtkw2/6JlfykM+T5P+z9++gxD5vfZZxzOdTrvtxmtra07O2PlUHaAyyedV1PmzOpTEz/QIALtudAw7eeotHWiAYhkragLU9aRCaHh4GMeOHUOxWES5XEY6ncbo6ChOnz6NI0eOIJFIuPL3it5JNramAESTv6wF7mN2O7Hafu2HvYbCktn2FDYWlFihpgheFY4ylm1zPB4PCVu+SxlOgaIFAPxtQzvWMrKeF+uJ0vEi2e1/PiUcNeZst7U2gHBehiZfaztsjoqOhY6rtkdBls5LKpVyJxnb0KC1prUf/O3biaTtsuEbfYaWvbdhSAo53VEUJbAPCvkUqQV1OlYcj1QqhYGBAYyMjDhrlWd7HTlyBGNjY+5YDD0sLyqcoO9XcGJ5Xq/x9cUHUHzgVXmea5gh4WvlTPh4yr7Lriuub+V3n/GmMomk36vcsPJDr1E5Yv/WsVf5pCEV3/q5FilIISkf+dptx7ETaPHpOTvOqVTK5bCxnpfK4yi5YcO5Vjbo9dYIYj+tjrVgRNtxPeN6oAGKb6J8SkiFRCwWc8lEN998Mw4dOoRYLIZKpYLR0VEcOXIEt912m8s7oQWkZD0nKtTUc2KFfFQbo8gqWitcyAx2KyBRtgUYep9+ruDFChm2XZUwFzb7x2RQn9Wlc6VjYReLKn8fQFHrxCJ637xYMBcldHWh2Z0KVsCwnRo2iyIrcMkj/MwnJIHdWHI2m3V1VXTObT/UlUpe1aPcbZ+tC1a/0wJPqiB5jU1mtIL2IFGU109JeYkGR39/PwYGBjA2NoaBgQEAu7soRkZGcOjQIWSz2T2AzyeXfIYN15OC8usl5S2f0tG1q1WerVVOsoCcn1lvo5Ufep0mTary8ilrCyiswaOKzq4xvV7bbf9W2abPjQJzUfOgc6tgHtjdTqtrkTLKt5bt33yeL32Az7CGKk8stgXUfMCWfdS6X1Z26rxHjYs1vqzMtrxyPbv/DjxA4QBp+XEgvEj5HfeKFwoF3HHHHRgdHUVvby9WV1fR19eHkZERnD59GoODg2g2m+6kRh1cfbb+TeWmwiUKKeu9PheYAhPtgwq7WCzmBIseec7r+Xx9rm7v5Xd6BgZ3ZaiVzftUEXKR2Iq0ejKrz5Wp39tFSPKFb6LqmvgsCwWLGhdle9k39pt94g/HMJFIOI8UvRK608HOobZHxz6R2C1j7XOlsk1BEDjPF63x3t7ePcluKjAISri93AIUnxVkhQx5wFqoPqDNPvoKXB1UigKxylfMNUmn0xgYGMDo6CiGhoaQTCbRbDbdCcYTExMoFovO06jxd5/1TlIhbsN5PovXttsqC37vAw2qzLVMv3p6fQBDAbcPFLBPdjx97ee66PS9Vdg+0KHf+dpjxzcKZKhcUeDTycixnqEokEIesONp+2tJn+cDnNZDzWvJq7ZatiXKO8oM3f4exVc+74mCaMvHNslZ+7xfOtAARckOqqI0HiHNcuKFQgGjo6NIJpPuZEq61tPptLN+gN1B97n87MJQq6eT8PYJF7s47bt0kahbVg/oU68Kn8XfPtetFS5q5ZMRNcxgPTid+mjBo/Uw2f7p+PnCE2o12ff6hKFaRBbh2/fyGZo0qu1U60KFkZ0r/V/bQ2XAZ9FqCYLd3Ue6kBX82cWtQornvvBHw29RgsCCYnoGKNz4OfuvITy1tqIA0EEj5XWfQUGvSaFQcGGdgYEBdxJ6EAQu5MOwHMfJjo/Oia4rzoO1OqPaq+32yaQoIAOEywLoj/bdell1jfg+971LZYdte1QffV4EC6x8oVz9LmqNWu+QKl2V4zRmFBT41hJ5w3pcAOxRzNaDT7nka5NvPOz4832UHXqf6ga+R4EM7yeA1kNTVfbrfOl9/Jvj7TPE+bnyFceA79wvHWiAogzmGyRST08PCoUCxsfHceTIEWf9tFotrK2todlsIpfLYXh4GH19fc5zYieM7wT2JkbpD8kCAH1GFEDR+3zX8R2sT+BLpCPzArvehyhBo/d3UjgqMPi/XRj6DAtQNLeB55ZY0GXBEP+2FqUV0lYYaXvZZh/g0+fTu6QeIhXmfJd6cygIfHMYJWDZNy5SX8GueHynTHoqlUKz2XSKkM/jM2n5qLXuE/K2z3wfgRB3fel1VDBsz9bWFtbX10M5WQe5UNu1rFb2P5lMOoNmZGQExWIRyWQSm5ubbqcEz7hiZWJVSFGA0bq+fSEJpSjQsV8Dh99pQqzPwu10v747yiPhA0z2O10LPuL7yYc2L0rlPj/ngZ32PcDewnY6Zj7ZYcfXyhkl9diqB8YarrorEMAeD4dPdug7+HzbPgXW1qhQ49DKI02IV1ms499pfjjmulPUgjUNJ9OAsqclX4sONEBRoa4MRiQNwFVSHRkZwejoKIaHh5HP51Gv19FsNlGv17G9vY1cLod8Po94PO6K3FhG1gmz4Ry1gnxMTYa5ltUZJVisJaBbATuBHPs526AIPkooWrClSknBmD7DAgtF7O12OxRS0rHgd7HY3qqMUe20LlZtj/KAhnUUkOkcqffG9lOrM+oJpgpSdWx1nnzvIqjR8t7aV4buALiKvb55VmFgrUvf3Ou88Ye5SwwvsRKx5qMAcIXGKGg4pweVooQvieAkn89jcHAQIyMjGBoaQiqVclbg+vo6YrGYC/FwXjtZokDYQ9cpnLMfAHCt762i9G0j7jQ+Ue/T5+5HpvmMLAsI9bm6xjW0rUYMn2m9slYG2Wf6FLAFKvp+n6zU+6M8z7oeVQbqvdYwsOOr/7Of9nsFFipfGfb1XevzKKss8oEnTXhVoEu+13CR9oUGGT0111M/6bqCyF/96ldx//33I5fLYXR0FB//+Mdx9uzZ0DVBEODLX/4yJicn0d/fj/e+97146aWXQtesr6/jwQcfxPDwMDKZDD72sY9hZmbmepoCYG+VPlK73Xa1B/L5PE6cOIGTJ0/i8OHD6O/vx8bGBhqNBhqNhss7YMVV3m8TBBUdAmFXqbqzfIrUt0B8DKDgwcb5mGXP8tNqAdn3WpCkpIyuiZC6ldrXZm0bF4ICGN+C0rGjYmN/rID2tcmStcB8LnH7HedTBY1aJBZM8ntVNOwvFyj5h3lKtq1WGOsYEoCkUqk9bljOuQqYer2OWq2Ger3ugIN1y+rY2blT3rDufRb0Uzct+1av11GpVLC6uorl5WWUSiXUajW0Wq1QMt1+6SDIDrU4e3t7ndf18OHDGB4eRn9/vxsjjkMsFnPr0oJNPlPJt/6sh5PXdSKfhW+BkbraNRlWQwDXIl0Tvp8oIGM9M77wsPbZJ0tUsavBYMdN++kLOdjndvpRg5PtjgrzWGVuZTrXu4JBKmjqJyuDot6j8skW1fR5tQiiW62Wq++1vr4ekh3afgvk7I8dY5XdHCeCdtYNq9VqqFarqNVqTlby/ful6wIoTz75JD73uc/hxz/+MR577DFsbW3hgQcecBUvAeBrX/savv71r+Mb3/gGfvKTn2B8fBwf+tCHUK1W3TUPPfQQvvvd7+LRRx/F008/jVqtho9+9KPX7TLWiq4ak+cA5HI5HD58GMePH8fk5CQKhQKCIEClUgkNGK1kugm1HT4BYyfJx5g+4WETkOx3Nos6Fos5wcKzFng2BoVMlDWmbVfFxLL3eo+1GKwg4efWe6KL2Qo7FT5clJrwqW1XoaNj28m6s5ahXUzWU6Pgitf7BIMqXv2coRAmztKjoF4FXfS83xbF4rMVROr16sHRZ+qzOgmxqPFSRaV5JXS51ut1VKtVVy2ZdRxsfN2+c790o8kOBdjsJz13rHEyNjaGiYkJB4ZisRg2NjZcmIvhPvV4WQtZedgqV58S17Ht9KPX2AJZfBfnm3zLsLAm9Nv2WOVu12eU8td2WeNGFbHPoOoElLgObCl+9QhFAT7fczvJDttXnRf14KjHx7eGdS55j4JCggeb2G7Biq49BTzXMnjJyxr6tc/eD6k8tXqG7yEIoj6lPCQQYT81/HY9cuO6Qjw/+MEPQv8/8sgjGB0dxZkzZ/Dud78bQRDgP//n/4wvfelL+MQnPgEA+O///b9jbGwM3/nOd/A7v/M7WFtbwze/+U1861vfwgc/+EEAwLe//W1MTU3hhz/8IT784Q/vuz10S1Og84cJr8ePH8eJEycwODiIeHw3dNNoNADsMhPPrEkmk86ropU7fQzsAwMqOEi+WLQqGev+08XHHBMNV1hBYZEzmdi6RamU9MBDLnoNNUQJGQucfIhbyY6LAj+NF2sYJiqWaZ/LtrIdakFwjBQQWg9FlHdGx4ft1DmmlawAYmNjIwQAdG60nXZh2vnUIllc+Hw2vyNZJREFHthuCyRVsTGUY+PEGr6hUFWeux4hA9x4skPDMepdY87JxMQExsfHUSwWnZyhMlEQr/VDdLw47vqZz0K35JMhUUaNr/2dPJFRIMSSKmBtL3mGh6Wy/9pG7at6lKyVr2skSvaobNQQsY41sPf8Gt9a13Gwz7dttt9FKXb7v8otBUqUsSTqofX1dfcdQ1S2vT5+0Hnie9QbSwOD8+MDNJb0+fY6q+c4LlpzSfPhbLhL3/GGAhRLa2trAIDBwUEAwMWLFzE/P48HHnjAXZNMJvGe97wHzzzzDH7nd34HZ86cwebmZuiayclJnD59Gs8884xXyNBSJVUqFffseDyOarXqFBywU43z+PHjuP322zE4OIitrS00m80Q82xvbztrUq0KChxgNzyhE6aMZpnIKgofsuZ9CqxUwKjr3dYmsAtYn2WfzVOFycQcn83NTdTrdSwsLKC/vx+jo6Ou4qUKEGstqLLvZE0pU3LRUdk2m01ks1mniG3RNwIrPkf7awUr/9cxVAsjHo+HACzHRWOynF+7AKvVKjKZjLM+yXsUJplMBvF4HI1Gw+WkqHdCLTvtB99jrVzyWyqVQl9fH9bW1rCysuJOMSa/6pZkJR0XC3yUT/m9ChSOnbpeLR/znT/PpNg3W3YwUVvLkvNE6fHxcbdlOBaLuWvs1ntVRMqPHDMlBfU+L6dPVkSBFGtZAwgpKuuF1OdY8KxrzF5n193W1hZqtRoajYarIH2tcIpVSlHjYMl6xjsVvLP/+96pbbLgSeeK7+X8+hRsFNFo8Y2LlUn0Jqv80DXrW9PKX/xfvcWbm5uoVquoVCpotVpubK4FSO0Y2fdbwGY9wro+rjVm/2QAJQgCPPzww3jnO9+J06dPAwDm5+cBAGNjY6Frx8bGcPnyZXcND0Wz1/B+S1/96lfxla98Zc/nrJZHJo7Hd5L+hoeHcfjwYQwNDWFzcxNra2t7vCIAnEIB4NxTANDf3+8GXhe5KhogDFBUMFnvgSJjFTJWUdnEI7WA7MRaptF2aXiADExwtbGxgatXr2Jubg5Hjhxxi5U1NyzzRAkQnxfFto+LQ0EKt3RzMWq/9HdPT08oJNKpDXYc+B37zv91LLVf9v1bW1uo1+sh60YVWSwWc6CCXhRV4LTO9Tp6KGx8mxnt/f39iMfjWFpawgsvvIBz585hdXXVARhrMXO+rdDV/rJP/NEQoj1vSAsSKs9Gge+oz/ZDN4LssFY3txMPDw9jfHwcg4ODSCQSbqeO8ovyrnq7bKFEH/nWU5RhY+fBghM+z4ZHfbKDv6PWgK+NCrw2NzdRq9WwsLCAZrOJgYEBZLNZpzR9HgrfGtPvfaRGkhpxlB22ZotP2el9vnGP8vBY5eyTE+qpssQ1ru8gICFY0JCUhlG1THyUp8sChPX1dffMINhJXbh06RJmZ2dRqVRCXs9OZIGi8gjHUNupEQteo+3X8eoEwPdDrxugfP7zn8fPfvYzPP3003u+s8zXaTHs55ovfvGLePjhh93/lUoFU1NToYXZbrfdKcQnTpzA1NQU0uk05ufnUa1WneDWrGOCms3NTSwtLbkCWel02i08Ahgb47VWqRVi2i8VMjbBUN37vqRFfY7vt0XV/CwWi7ndJ2zv9vY2ZmZm8Pzzz6Ner+PQoUMubEHw4mu//btTeMdaSuwLE6hY2IqfU9DrvTo/vkJH2gZ+xvG1wpV/6xxYr4m19CgQt7e3HU+ox0e9JcxhsglvCmy1EBqfv7m5iUqlgrW1NefVabVamJ+fx8WLF3HlyhXnySGfWNCj7bbWrgoU3VLIPtB74hOCdrxVUCm9Xo/KjSI7qAwSiYQLC4+Pj4fKEKgbXnlaw4i1Ws2tI02WVUAZpUg7KVkFh/ZZbIvdlWNDz3yW/rbjZtcW15MaGPV6HVevXsXFixcRi8WcjPTJn6g50mdbD4ptB78HwjlsmlzOtpEU+Nukf/tulRO6hmy7dLx1TqMUPwErn2136qn3mSBFKz8rT/JvO5c0oJhLyRIA5XIZc3NzTudRf/EZ6lH1GZTaZx1De3io5Wkff+qcWv64HrnxugDKgw8+iO9973t46qmncPjwYff5+Pg4gB1LZ2Jiwn2+uLjoLKPx8XFsbGygVCqFLKHFxUW84x3v8L4vmUwimUzu+ZyDTjd4oVDA1NQUjhw5glQq5QRMIpFwLkllNt6/tbWFlZUVpFIpBEHgdslwAXL3BLCLohlC4WfaJpJOlFUWFCisAqthJn2PtYSViXRBqbBTj4n2YX5+Hs888wyee+45ZyH6ajf4xtmSgg+fUuE1vD8IApe9vrGx4YSqCiIFDqrkbVtUqKmgUJCoFgyFqAIQn7AiPxCsNRoNl5jsu46f0XKytXPYl62trZC3jgKp1Wphenoar732GkqlEur1utv2zhAk71ermL/ZL7vdl8JFvVbqho0iFTKWF+w79quYLN1IskPDa4VCAcPDwxgaGkJ/f79bE1Hgh3NLDy3nIZfLddyhpSDyWuBEf1T4q2vfV9MkykJVWcL/bf8UmBB412o1XLlyBa+88gouX76MoaEhHD161Oul0T74xk2fb40b37pW2UleVtlh1zDDofxt22XbZD0x9pm6nm2/9FmcE65XyjLOjzWsbFjKhod0nm0+EeVDqVTC1atXUS6X3a5Uls+g8cH3KVCxRoy2Qw1DW5naAmrLa8qr9jO97nrkxnUBlCAI8OCDD+K73/0unnjiCRw/fjz0/fHjxzE+Po7HHnsMd999N4CdGNuTTz6J//Sf/hMA4N5770Vvby8ee+wxfPKTnwQAzM3N4cUXX8TXvva162mOU8bpdBqJRAJDQ0OuVgGVYRAEbgETjPBeYJehW60WLly4gKWlJZTLZXdsdV9fn7N2uTDUVadAQdtFptPQDxlLtwxrSMcCDd/k+ywOIAwGVJEBO3H41157DX/7t3+Lp59+Gqurq64onV2IUQBLyS5iu2BVwOn40BJqtVohd7g+V/ugrnTfuyxA840Ff2z4gnFf2zfmITSbTaytrSEWi7kiXBpOUoBLJcf5tnVcuNhZfE1DXKVSCefOnUOlUnG8ynEhn8TjcXcAmOV/dbPy3VpvgEKdwsgm2/qUCPvXaTebD8R0ohtRdiQSO+UF+vr6MDg4iIGBAbeVmGNm3e1WQLfbbWfFclu4Gji8VpWqbYdvbJXP9EdzDmwoWGXC9QAGCwzY7vX1daytreHKlSt48cUX8corr6BeryOXy+3Z6bIfJa7vU4Dis+TtelfAzTXhu5Y6gSBF5Y8PAHGOfbKO69s3F75x5HolWKAhq3JM50Z3GVogqu2mEU59wXyTvr4+rK+vY2VlBbVazQGjWCzmdqVSz1jeoz5S2aEeE4635pp0ApX6XJ8O+ycBKJ/73Ofwne98B//zf/5P5HI5F/ctFArOynzooYfwR3/0Rzh58iROnjyJP/qjP0I6nca/+lf/yl3727/92/jCF76AoaEhDA4O4vd+7/fwlre8xWXm75c2NjbcAUmsWTAwMBBymfkyvu12TzL21tYWyuUySqWSQ51UQKwmyVopdrLVtRVliRJR02uiXho+xwpAJcsYagFZQcodSbOzszh//jx+8pOf4Kc//SkWFxfdmSIUxj7BxX74yAoYfYYFEOw3wQo9KMzHUIGoRBDY29vrFp0KaZ8g8bld+WyGAX0uSu1vIpFANptFpVJxCYHpdBqTk5MuZMYsebVw2M54fLdqJIU8Xb6NRgODg4MoFotIpVIYGhrCrbfeiuXlZVSrVVSr1ZDXhUc09Pb2hrY380fL3GttBRU06p7lHNhx8gFMvV55QdfN9QiaG012MHyXTCaRy+UwNDSEXC7n+IR9tF4CG2bhXHG7ZalUcjxNvigUCigWiyHFyuepxaljbF3l6jXhulBgonOjn3Vaw74f8m+1WsXCwgIuXbqEc+fO4fz581haWnIeoqiTj30Gjv0uytiIahfnSwG3ehXsezlW6oHWdujfvmRYNXD4brsW2u29pfw1TM96IOSBTCYTCguq3NYjJmwCKtdvX18f8vm823FKr3ipVEKpVEKr1QrJZJZFsOBEvfgMDalRY3NMrF7jmEXNl3qrlQ90jN+wEM+f//mfAwDe+973hj5/5JFH8JnPfAYA8O/+3b9Ds9nEv/k3/walUglvfetb8b//9/9GLpdz1//Jn/wJenp68MlPfhLNZhMf+MAH8Bd/8Rd7JvxaRMWTTCbdIV6ZTMZZiroTBgi7vllkSa1gelwqlYo7ybjVarnDBfv7+5HNZkN5B7S0LGJUcMLFpOEcVagq+IBwIaNOKNQmxKlQqlar+Id/+Af8+Mc/xvPPP48LFy6gVqsBgCuWlU6nvZaFLlYL5HhdJ2tMv9f2EaA0Gg23rduGgRR4abzWCgdr9Wjf1SqzbdLnWK8L76PSSiQSWFpaQiy2E3MfGhpyOSFc5NpWPVyQW3apwJaWlrC5uenyflh99Pjx41hZWcFrr72GcrnshBmws6snnU4jmUw6wB2LxRxf0p2r9Vg0V8oHkMk3XGsaDtQ5pxCh0NQxtfy6H7rRZAewsy7T6TSKxaIDjew/v9f+qgBXDyznZmtrC41GI5S7UigU0Nvbi6GhoVB+iioiHVe71jXPToGJTz4A0WvBfqZGja6N9fV1rK6u4vLlyzh79iwuXLiA2dlZlEoltNttDA8Pu9Pg7Zj7wIm+z7aP//vWKrDXE0uFqsad3qdK324j1zbZNuuPHUsAIdBqwxe2L9z5B8Dll7E9rKWjnk+9j+CQMoMGTq1Ww/b2NhqNBmKxnTynbDYbihiw/bozleFNrmGCEIInpi5oHScFxwokNOxEvlT9qWOgOzF9huD10HWHeK5FsVgMX/7yl/HlL3858ppUKoU//dM/xZ/+6Z9ez+v3EN32PAQwnU67CVYrh2BCs8EZ7yPA4Y8u/OXlZdRqNeRyOQwODjrrgYyjuSk6MSQFJiyU5HO1Kbok+tfvbRhJkSwZhSGijY0NzM3N4fnnn8dTTz2FV199FcvLy27cifLHxsZcohuZ0VoOFH4qzHz76vVa9oHPIVNrISuOHdtDy0Lv4fjxUDabI8M2aXtVyNj2sB86R+rCt/8zJ2FmZgavvPIK2u02brvtNhw5csSFFbm4yW8cW86HlsXf3NzE5cuXsbq66vqVy+XQ39+PpaUldyaU7rxSYGALqhGcUNDY8bEeEI6xCmsKXr6P7dadcWyDzUG5XqFzo8kOAM77ms/nXZjYWtOcW46H3e5K4NButx1ApDLZ3t52oblMJoNkMukUhHrWLKliJk9pGNgqUmAvEGDbfUpUFQu/a7fbqFQqWFhYwLlz53D27FlcvHgRKysrbicT+5HL5ULj5TNebPu4XvU6ttvXNvXiqeeB8ltztKy1rnOju1Bse3xegChg5fvfelEIEDKZDPr7+7G4uIhKpeKS4OPxuDsSAdgNCfNezS0jCKVndGVlBaVSycmUQqHg1r7qId3FR7lHYNdsNkMVsMmDUUUmdZ44hhqqUiCpepa8q7JWQcv10IE+iwfYEVjFYhH5fD4kXIHdGL1ak1ZBqWJRgAPAKYvBwUGMjY2FLLlGo4FKpRLy1qhFwrih3aHDdvG3T6kTkOgCJalCVSVNAXP16lV8//vfx9///d/j1VdfxebmJtLptLPudcwymYwbM9aFUDCkIE/baYGBEheFb+EGQThRNirMoqBMBY0VwL42RAljBUs69wpeeE273UZ/fz/Gx8eRz+dx6dIlNBoNbG5uore3FxMTEyG3LJWRziPd+cw5Ghoawvnz5/Hiiy+iVCpheXkZY2NjiMfjePbZZ52nRsNgysfr6+sOnFSrVVcFWS0fFe58lo4r+8+kW62Twznic2j56f3qVdG+HkTiei8UCshms44/FairNWk9FSSr6Ok54VgpEE0kEs6DyBwF9YIC4XNOfF4TbYv1AFqKUv78H9iRcc1m03lNzp07h1deeQUzMzOo1WqhUGsymUQ2mw31h+uSgMIHPPT91+IZ33pWgELvpIZJorwf6gG71ljZ59hxsmOvY6x9Zl5TPp9HX18f5ufnsba25jwi4+Pje0CK9WqpQdhut5FKpbC+vo6FhQWUy2Wsrq5icHAQ1WoVly9fds8H4IwcevQAOM8ek/Bp0NiCjOyn9p1t49yqDFCApuBK8/1UjvtCbteiAw1QxsbGMDY2hqGhIaTT6ZCFqAlAyny63VgtRWAHfWomtFoOGverVCpYXl7G2toaenp6XDhAS4gzVhiVZwKElUbUorGeIFVEzOPY3NzE9PQ0nn76afzt3/6tK3q1tbWFbDbr6hXwHUNDQ24BkUlVQPo8NmyPLh5SlIvWMqgieg2N6fOs0OEiUS/LtcgKGl1wUYLczkkikcDw8DAOHTqEn/3sZ7h8+bKrd3L33XdjcnLSgZS+vj7nSSGp5yKZTDpevXjxIp577jm89tprrkjZ3NwcYrEYisUiKpUKyuWyA2UEKzyTh1sLtbAe+2S9UfxcrVHOh4IU3qNChi5yO4ZqQb3ebcY3Ag0PD2N4eBjFYjGkbNWDYvma46Oua46nBd80bqjYOdY0bBqNhrOoNZFSAYrmmQD+U7nZPlJUuEf5hIqm0WhgeXkZs7OzuHTpEi5cuIDp6WnMz8+j2Ww6DxO9ggxxM2lcn035YWWHtkWVr5KVb3yO9oFjrEmc5Gl9h50za3z4PB+dxtOOn1Wy2gZ+3tvbi3w+j3w+DwBYXl4OJaqPj48741D1j20DPbXM05qdncX8/DyuXLmCTCaD7e1tZ6zQqKBHhWkE7XbbnY1DcGJrOllABIS9zpaoUwkaNQSm46DGNWXqL5QH5dSpUxgYGAidk2EtSF0UNqmKri8NIfCAI63Ep+cL1Ot1LC0tuZwCMhoPG9QYnVpGao0Be1G8onPfwrc5K7zu8uXLePzxx/HUU0/h4sWLbkdBPB5HPp93iX8EBtlsFocOHUIul9vjrVCLyCJ6tlnj3z5SAaQeLO0D3eG6kCwA0XdToKqnIEpQd7Lg1INix1HBEv/v6elx57GsrKxgcXERP/3pT9FqtXDffffh2LFjzvJmv9gHWkycv1wuh0OHDmFwcBALCwtYXFx0GfYMHQI7cetKpeJiyORT684lOODY2R0Vyv/2twWQWtSP36nQpPBSJQ68/kJtNwJNTU1hYGAglHwcBcqVD3V+KaCpNGmh0osSi8VcfQqG/Mrlsjt/KJ1OOwCjSac6pz5wYq17bS8/tz+6JhuNBlZXVzEzM4Pz58/j/PnzmJ6exvLyMhqNhgOtWhk5Fts5tblQKLj8E10/1rDRtlmvQCf5oWSfz/FnTSWG5G3Yy77fhtGVfGDEN846jvY5PmWvYzU/P+8MRuqayclJlwBPTyvXlr6f+Sa5XA6xWAyrq6uh5FsaEwS/PMZFt7lrEr0eFKigW1MPVHZEgRSNRvjkqp0HBYnXQwcaoExMTDhFS2+HKlFrZZIRVBnp7o5Wq+Ws1Ha7jWw2i1gshnK5jCeeeMIlyFKBjI+Pu8JOBCfWUlFrTN/L71Vw6LVsr+Z8UChsbGxgZmYGZ86cwY9+9CM899xzmJ+fd31VwUIFqqGcyclJpNNpJ5Q5BlEWIxAWMjZ7X70Per/9nP3hYmEBPQpj60JVwaDxZD7T54qNWgDaBuuWVY+ALqp2u+0OjXvttddQrVYxOzvr3PS1Wg0nT5503jXWG1EwwHdSERJkALsgpre31xVWogAiQPABKvYhSvBa/vMJGn5mLVELnK2AIR1kcALAJXsSANoQnbqy1VAgX3OrJ6+ll2t9fd0p80QigXq97nKPeF0ikUA+n0cmk0E2m3UeHAVCFiz5ADfJghMFAiTKt7W1NVcM8JVXXsH58+cxNzfnEugBhOqrqPxJp9MuvOPjC22/zyOq1/hI77PySAEyAYqeCRQ1RtbwinrvtQCT7ZeP/7UN9H7kcjn09fWhWq3i6tWr7mC9RqOBw4cPo1gsOhmodUc4VsxhZL7N5uYmms2mkxucZ35OPcj72VZNcbAyz3pdrYFv+Uv7b6MUvEbfYZ9xPXSgAYomQPnczRwoHUBW/7RJQZwQPoeJsZubm5ifn8fZs2ddzYR4PO5K6Q8NDe0p+WwVtC5O/m8tI11MUVZxqVTCxYsXceHCBTz33HN46aWXXJEvYDcJlq5hvp+CptlsIpFIuJ0FNmaswk0Fsu2XZUR+pkLAfsf+EyjRe7W+vu68ByQytI4fF6pWXtS5sxS1IHwWnoZ1yC8MBTK8R9re3sb8/DxWVlawtLSEUqmEt7zlLRgcHEQ6nXbgw3o4NLylnhaeUWRPENYESqu47IL3eefUk6cAhHNpwxg6Pj4F56PXK3RuBFKvnVVuailbJekD0EC4RABPD2Z+x8zMjMtB6+/vdyFWzQOzzwOi64n4+F3lh87b1tbOOWSlUgkLCwuYmZnB5cuXXTiHZz5RNipQsnzEvB3W49FxUPmhCk9DvL41y/vss/Qan4HJXBTNBbPjol4Cyn01mqKujyK7Bn1rSA0nbo6gkdhsNjE/P++Mm3q9jqNHj2J4eNjlK+pzVA+oh5Y/lIP8WyMB6i3VPqlBTqIu1LmzQNKG8OzfOk/7AXz7pQMNUFgcSYEFvSgWddvYqA/V2V03atlw8vv6+lAsFp3nhIff6YL0hW/4TgUv1oVJBa5F4JrNJpaXl3HlyhW8+uqreOGFF3DhwgXMz8+7rG66hzVcwv/5Xib/MobMtloFxuvVMrELU8k3pvpZVMhIUToz0FW46iJSr42OWycQouPOz3yKxQoXAi1ex11emp/Rbu+ciH327FnUajWUSiXceeedroQ6t/0BuwW6+DwVDKxbwix/PfvJlxitCkO3u5L/KbCs29s+y/ZZx4x/W3e83Ra5Xzf9jUoaMrT1HsiHqhSi+EeJ48I5J9jVHLdkMulCrzR4gL28ap9rf/sAlSoyHhy3srKC+fl5zM7O4sqVK5idncXCwkIonEM+93lJuSboEaBnKMpbobyh8k1lhPbDghtr8PAzazhx3rh2FFhZEKn3Re2c+scQ36mGggIj9Thvb2+jUqlgenraVas+fvy4K/ugBTvJS5TRemSFrnet+xVF2ga91oIebbvOmerVTmSjCArkOFbXQwcaoAC7goZ/6wFK9HawGI26xTU/RBcb8zeq1aqzaJlrwuqyrDrJbbqdFqB9Pv9XIcAJpKeDCWxLS0t49dVX8dJLL+GVV17BlStXsLq6ikaj4ZSbHvWu71NlRrcf80+SyWRI6Kpg4Of0dPiEsVVQ1hoiqcdEP7OFiQhQ1KVsx0ufx7mOuk7byc9V8PlADhcSn6vb5WjdtNttJJNJl9i4vb1TbvqnP/0p1tbWcPr0aRw/fhzFYtGFHlnxkc/kCci6tY8CQefRetuY06RWlgppW8dAhbKORydXt5IqhCiFeS0Py41OKpT1b50LPfFZeYVk+YiAWwEQvXB0+bOOCHMoOoFtkq5Du/4UTDF0yuTXK1euYGZmBvPz864gIHkQgAsd6HwrqKYR09/f7xKKtd9sD0lDO9bCtn2x9/lClephoaLmvQrM9dk+0nb5xtp6q1Rm+OSKD+SrflFwwXFVDzwArK6uurzGqakpjI+PuzG2u0IpJ23NEgvEuPYVINi2AAiNnXpddBebjhlByrVkB0NGvMcHTjolKFs60ABFmZQMRZBCDwK9B0wu1B0rGtPUCaOFrCfaslYCGYYAyMZArSXKNlp0r0JFM/2r1Sqmp6dx8eJFPPvss25HDutktNu725r1rBAygiYC0xPE6yYnJ3HzzTejt7fXJaiqIgTCCV9snxUmVsBYoGMFlz6T7VfLXj1g/N4uBPWmaFExjr1tj86Jtlm3RfI+ukf5mba3p6cnVD+G57Vw61+pVMLKygr+/u//HrOzs7j55ptx6tQpHDt2zBXn4ryWSiW3C4eCgEJGs+F9Hi3lOQovYLcypN1BAuy6bnXe+LwoUp5V65bfUfj4PIUHjazs0DCNKgaCDgXvAEICXoW8erfoNWH1VeZ2aPKpT2FGGQYWnLAPLOi1srISAiYMQ+r2Uq4hX7hDPQ6c656eHgwODmJwcNAZNwQupE4eFesx8f1t5Yw+j9+p54a8p0pT581H7Lcq9iiyIMV+rvJR22tlBxPhaeQwMZbek+XlZVQqFSwtLWFychKHDx92QIWyW2UH59BnXKlho31W48YWLmXenJ4lpn3yedmjxle9RPp/1O/90IEGKECYITgRPiVJBKq7SuLxuCtYQyFEF2AymXTWkx4Yp7szbNiB7VEhwnbxu3g87gQVAHfYGHcP8dyLixcvuqPNmdzKrdFaB0AtPBUuXCCKhsfGxnDo0CEXG2eCFt2kHC9dhJpgRhRN8jGcChF+zhgsEAZyBCJ0U2rClqJ9BSDaR5+g0fbbz/W3fq/hDOvOTyR2z8FQQMq6JNz+22q1MDs7iwsXLuDVV1/FnXfeiZMnT7qD7gg4FxYW3HhHCUqfkKWAoTWuW9q5I4rJd9bK8gnVTl4RBZtRZHnhIBP5ySojYNcdTtChPKnHC2j9JeVTghNNaKSB4UsMJ/mEOvmCsqrZbKLZbDoeXF1dxdWrVzE7O+vKIJAX6CmhHNQDJEk254HEnWbcNKA1erS9qiAVcEQBLV2LVrnqmvfxooI73R6u4TkrB/R5uvbI7/ulKFBp205vMeWcAlkWTmPF8qWlJQcsDx8+jImJCbdNeWZmBq+99hqWl5fRarW8nibtn/2OskNBMseU+oTJ+xptYB811NYJ/Nnx8XmgfG3sRAcaoCiyVqTIBQkgVHND3d5BEIQqOiqKp5VKNMmy7FwA2WzWJYvF43EHamwogQqXRCYBgHK5jOXlZSwsLODKlSuYnp7G6uoqqtUqVldXUavVEIvFXEiBgoPbGZmMCSC0vZoMyTyIRqOBIAhCSVgrKytot9uu4BiVmQpNC7ysxdBJ8Fjlr89S60wBnk14JiCwgMIKMpsbwXG3St66hqlg6epmTRiSWidsS6VSweLiohsHChq1nEulEmZnZ/Hyyy9jeHgYo6OjSCaTmJ+fx8svv4zV1VWnoHwLlX2zoRVWOuZ2dgobegi5syiVSrlqkVSeVgkpGLHja4VflJveXnfQSAEovQQcD+vZU4OG/KNJiRqqoyFBI4YVpDUvjGuR4N9n9doQKhUE6zCtrq66c1hoXa+traFcLqNarTq+pBUP7Bpp6n3Q9azv4vdsC5/RbDbd1ldug7ceTB9Isd5YawhpG6xi83ns1LixeRS680ifZ/tplWiU4owygtT7ZkM+nH8CQ4KRlZUVJ3sIEmlkspTB9PS0K58Rj8exurqKK1euoFQqOQ+YJQsQdNxp2NCjrkVDCXb5PYGKbkbQ3BRdBzqeukZ0vjqN637oQAMUDRMoQxBIxGKx0EBzsni93VERj8fdWT5BEISqJ/b29qJeryMejyOdTrtyxhq31ufw/WRiotZ6vY6ZmRm8+OKLOHfunCuKRCuc9/f19bnFRibv6+vbo3C4GJRxddFQ+bNNrOOyubmJqampUKxTvT5WuJDsdXY+gOgdBwpS9IffaXiDz1fFoddZIWcFhf1bhRnvo3eEyl1J55Vzsbq6ioWFBReWY+jHWnIbGxuYnZ3F5cuXHTikO9WeSMwxUiCr1jLBt7potfS55gyQ//U7um6jdq2p54jzq9/53Ny87qB7ULRP6jlQIas7HKz1rXkmfAafS1nDLegqf+whbjaXQPlawVC9Xsfi4iKuXr2K+fl5rK6uOu8Ji/dxp4p6ahQwWC8FsFvzxq5V3sP2sKYLsHO8CHcvknRsfIBA13WUJW15zefx04RY3qPyo9N1PoAU5Q2JkmfqAbbeBt9929s7BdWWlpZCstgaUO32zlbwcrmM6elpp6voLVNDOErGqsec79GwolYnJl/qZ/y72Ww62aEGJOdD36Nt0LVgDVxrvO6HDjRAoQAnCgQQqsrIASJC5fWqgIHdRFsqJLVskskk0uk0gF0msi5fKwRUyQM7YZzV1VUsLi7i0qVLOH/+PC5evIjV1VXHILxWJ5gWMj0JbC9BGICQBacMsbm5GXItEjm3Wi13HozNx+CYWkWmf/N63TGg13ViSG2fAhQLMKzlpOEM3zs4bvpsi/y1n/Q6AHC5Pyye5Wsv+YtWqc860/AilYq6dJlw7Asj2T6pICd/aS0EHRuSWrn8P5FIoNlsIh6P7/GmsN3WWuf35Em2V/N+2PbrSXa7EYl90y3hFhxQNijfK+BVPrMWPj1dBK3kA55FxfnyzSktbJ6/VC6XXRhgcXER5XI5FF7SEJPuBCP/KBDS9aXjoDKM12lFWyos1jJSRWllBsfDygefdyhK3vg+s8ZNlOwgzxKo2+f6wFgUqQyxn/u8GRaAaY4Yveq6pVv7RZ5j2MV68TqBOjvG7L8CVdteAi3+rR5uyg6bhM/x9Xn+9DufcRMFTKPoQAMUEhc+hYluhVNXrLr+1CXoe54iTyo0Mku5XHb1R5gPQOVEK4aCiG69paUlzM3NYWFhAaurq87Vqm5662Gw7eFneiAdGUpjh+yjWrijo6MYGBhw526k0+mOQMR+pt/5rGm20z5DPSR2y7GCBrZFEzw1U51ucpIFVNaKUa+ECi0KK55eXS6XEYvF3HgQPNgdRQSstHzVc0FBrnxFBU/Lk7kAUVasejB0vq2HxI6nFQCa1Kv8S0FDkKWK1c6XgusoV+31CJkbkZRnVAkoT6ohota45TnlO16j9YgUrPJ4jHq9vseLomCDhbfq9TrW1tZQKpWwurqKcrnszoUiL6vBwP+B3TWg641yTYneMOVNzndfX58rKsfctWQyGapFFOVhsIo/ynui4Emfp89Qg9I+hzJDvSidvFJWvqnc1ev5na8PWuJCQSDXq90xw+eTN/Qaa8yp50550Bollp+1X+pB4bsUqKmsUyNLjWFrLAHYY+Sox9v+bfvVSa9E0YEGKJxA9WzQslNrVi0Cy3w6OZYB6E4HENoFNDc3h6WlpVA5clo8RMr80eQj/gbgQJQvXgrs3UWjCgnYTX7SLcNagE6VebFYxE033YTJyUlXNbJarbqKhHyfz7K3pG3VheATVmpB6b0qVC3q9y1KYNd9zvvUorDv19CFBaN8X39/P7a2tlxmPA+c5JlO9KxwcZPP9ABIBSgk7ZMCRobn7I6zKKGjY6SAiJ4UCjdrNVIQ2p1OPT097vgGDfnY0A7bq8DEempUWB1U4nyq/AB2ywxYuaHC2JIPsGsZA/Izt6U3Go3QyeY0sDR5ld4KuveZV0TPhe7AU+ub/1tSHrW8QQNJK5gSpBcKBYyOjqJYLKJWq6HRaLiTvC0Q6QRI9H/fuEVZ2RZksH2av6YA2s6pXZvWe6OAzI6VVbA6NpwvnqmUyWTc0QWUD+rhohGja9pn7LGdmgPJ0hOWF9lW2z4FJ2rgqBzxAW3eTwCr96v+ouyyHhP+3WlOr6VfLB1ogKKV83RCgL3hBDIvQx/A3sx4YDd8QlccFZBa9kwUI2ihYKFbTq1lLnRaLlpYSJVZ1K4UXVDW6iUzqWLi30x6TSaTOHbsGG666SYMDg7i8uXLoTNd1HLYj6ChILDImu1RIWmVmQ1dUGDo1kfbBy5wzg2tTg1zEUDo9jaCNQJPjr+G03iq8/nz5/Hqq6/i2LFjuOWWW1wSdBDsVn9k3g4Vi4ZbdAx0wbO/Orc+4aLevyj3rMaR1ZukwFz5lONCIMzdJIlEArVazb1X26MCS9vHcWRfrscCulFJxw3YqxSt4FcL1oYO7f2qFKw3gLKBOU+USdzVoTsNdR6Y6K9zYENsvnmJAhA2R0CVIrCzfrPZLMbHx3Ho0CHk83nUajWnqHQ7eyeQYsfG93/UNfq3Gms2xKOkITK75mz5fgtE9X77bp/s2tzcxOLiImq1mjsSg3VMNjY2XFi/VCq5MgaaguBrt75XvaiWJ6O8RT6jxsoR64m2Y0WdxWdR7pLvtFq2BSbWqLFOANW1+6EDDVDs1j5OiA6aHbhWqxVKlFXlu729HSpcxKzndruNdDrtQim6MNPptFOI5XLZJanRs6IuVV0EyoD8zrr+rZC0Co794vMJprQy6+joKO644w6cOHECAFCv19Fut52HRxnbWoz6Dmt5dEL/JHsNgYgqYF6jLmsmn3GsqMDpPdje3nYlwtlWtVYJQlWoENjwO+5eqtVq+Id/+Af85Cc/QbFYxD333IMTJ05gcHDQnXn01FNP4cKFCw6gsG/aL0vqkeD/vjHRPio/a9zYuoJ9AFHd3OQl8h7LrrPvKmg0UZzP84WbuFa0f9cjaG40suDEKj3bNwUJujYsSOG4aykBTXi3oSQSQ7T2iAOC23Z7N8+O/G4tUh/A1PbrdUB4rSrIb7d3issNDg5iamoKY2NjTj7SGFNe1Wfa93byoqic9skS8piGrqziVvDMZ+mOQAJCAgTuhNODBtWbafujQJ5tisViLmGZZxklk0lMTExgZGQEmUwGQRBgcXERr7zyCubm5tBqtfZ4tlSJK10LzNlnqHHGueSPym3f2PqAuRrQ1IHMPeLzCFJUX5BH9Hlsg/b9Fwag6CK3CFA/UwCi3gYl/Z+udG4l3tracts82+22O0chHo87xEz3eaPRcJYrlQIFFd9BIaRMxMmMEo62zwrMqOgpANn/VCqF8fFxnDhxAvl83i0UCj0KPI6VhgysQuK77E+nubHMb60QXTwaKiHosrFl1h0BgEOHDmF4eNgdesixJqpXoNpqtdy5I7QEkskkVlZW8Hd/93f4u7/7O8zNzaGnpwdnz55FoVBw28F51ECj0XBeG60DoWBKx0z76vuc86+f2XlV3maSrVqD6ubWMdf/FQhSmJPnGObTehg+DwqJ3i5VmgeZVGn6yMoOYFeZ6pzq3NJrqdv6KfCp4Mkv5EXdnaEhY/XakK9t1VTrXdC26++o/nOtqVcAALLZLEZHR10J9lqtFkr0VQ+KPs/yjG+sOR4kC3btGrG5axri4fcqQxWkcPwajYZLOs1kMhgYGHAH+SnYURm0vb3tit+VSiV3EGQsFnM1q86fP4/FxUXEYjFcunTJyY7t7W1XgI3bg2kU2bVjgZ5PtkYZJmqM+LyB9NDxbwJlm4/iIw1Tklft+zV3UnnOrhmVdb9QAEUXKBWVThaw1ztghQwHW7fzFgqF0CFx6v6kN4VKEYCzOkZGRpxwKpfL7iA/CgLd4mWBFPtE8rn9ovqkAoDWW6FQwPj4OLLZrKtayMzsjY0NV8iJCXA+AeezfBRg6PUWENqFxu/svfadqrA5brFYDLVaDXNzc5ienkZfXx9uv/12nDx5EiMjI66YHgUo56PdbmNmZgaPP/44zpw5g5WVFacEuEOiXq+7hbaysoJKpeLG1+4O43X8TWFkx8wXAgPCW1FVwNtxUSFGwUhwqSEfm+ugQMOGuOLxuNtVokDIelI4T9ZVq+3zudcPElkrXj12CvKU1OK0HgkqSxbS4+nmapHaXXPKI7rrB0Do1GsqIBsaiJIHgN9jYsnXfrYvn8+7WhwAXAFAgiwet6HKp9NYWzBn26TywCpg+yx7jb1PvWAELJubmw5o9PT0YGRkxOXWZDKZUBFGjmWj0XA1jaanp9FoNNzc8wBGnj4O7JSu51wBCMki/m9lnOU1y5f6ufKT6g8rh/lb9SFBHA9YVENF22YNfPV4U9ZpP+hRs/qVz9UwEHn+FwagAGG3Kt3kavXoTgcVqhTGKtSBnUHkZNB7ohYoJ5iTTYuIBdSYBKuonYKLnhVF+/vxmqjCYJ81ydEyPsejWCyiWCwCAKrVqktyA3Y8A1evXsXKyoorBGddjlGCLQrlW7dhlKC3/fS9R5+loR3GfVutFlZWVnDhwgVMTU1hamoKhw4dchYM33vlyhU88cQT+D//5//g0qVLbvGoNQHAzTOwe4ifHhLIOeX96qr3kS58/Uy9O9aLpOPLsbGudF7v20LIe/QZzOEhD3O8NXwJIFR9Vp9DQcd+a7jnoHtQgLBFp7k8NuQGYA8f+MI9muvEMdL7yGN8F99j8znUC6DgBwiDRZ8Ct5/51qBavXwP5zeZTCKXy7nyCjx9l+ui0Wi44nCFQmFPTkMnssr1Wu303R8ld/R7rhGuX+bOLCwsoNFoYG5uDsPDwxgZGcHIyAiGhoZQKBScl7zVauHq1at4+eWX8fzzz2NmZgbNZtO9U/UH203dQ6NV26XeaRu20r7ruvWNm4b9fEaeyg4FRjo2uqunUwiI3lLN66T8ovHH59oka16vfX49ntcDDVAU8ZEB1BLc2tpypeI5aFzAVHYaFgB2M735DAoHtUj47CAIXNVIgqFWq4VGo4Genh7UarVQGXkWblIhrx4dC0L0fwtY9G8rYJjURE8Pk+9KpZJrM62Dq1evYmRkxHsImLaD3ykzR1k5URRl9bDt1gOhFgPPschkMq5P1WoVV69exSuvvILJyUnccsstOHbsGEZGRpBKpbC8vIz/9//+H55++mnMzc2FkscouHTsNM6qi0yFhc8z5/M8qStehRQXvs2RUf5UK9GOrfWQEBDrzgwrGFUQ8T0UogTj7L96Eny/+fd+wOeNTjomuoYJ6jgedg2qt1ZlhI6zzwPJ3zZ0pzsA+WzmpFAhqOdVeaATSLZkDZAo2dHf3+/kFC3kWq3meIOyZHV1FcPDwy4vy+cJUIpa+7w3yrvCz671ufWgsF9UqAyBcxfjysoKrly5gqGhIRfOyufziMfjKJfL7vT46elp1Gq1Pe+zcsJHqtytDrFzyc+jiPylnrhOcsMHVAmg7I6tqLHl99oP3stwpo6F7r6064Z69np2/x1ogEJSC0V3JmhxHAIJRXQ2LKQHsWmymj6f9+sWUybG8hoKOK3QqIpWAZCt4kimiGJUn8Wk4IqKnIlgQRBgbW0Na2trWFlZQSy2Uz6fVtD8/DxuueUWd62+wy52K1DYJ59A1vbZvuiisABF0TaAEMPH43EX3+f4b21tYXl5GfPz83jttdcwMDDgDtpaXl7G2bNncfXqVZckxwMf+U61QtLpdGhrMBPbVPmrF0UVm50ftZRUyasVoQJV51AFgwoHO7Z8N3lQr7Ht0v5qf2hR6XyroFHet4D5IAMUO5YqO4DdIzKoDKzHQV3d1pOlCgQIhz8VOKpcAHZL0WtoQBWQlR02RMjfdk1GyRLlrXg8HjJsGGpiCLRarTo5ubm5iUql4rZM53K5SG+Oz8rX71VuWIDje55dG/oea6yqfFIQyfml15ul5Ok1isViqFQquHr1Kubm5lCv1906sTuzOL8qu/R/n+K3oMV68PU3/1ZeUc+rjrFPruq4KbGdNqfJ9sc37nq9eqBVdti+KS/+wnhQ1ApVwQEg5B0Bwtuy7EJg6EVzThi3tExG6yYWi7mwDYWUKi26+6yrV4WHWmvWje+bROuxYNvVEmSb+vv7MTg4iL6+PpRKJSwtLaHRaGBra8sd591oNLC4uIhKpYJ8Pr+HuSkgLaPaNkUtRCW1aNSq53dW4OhYUDBz7CkoCVQ2NjZQLpexsLCAS5cuOVcsx5bghpaUhtV8+Rv2b77PzpHOgQ+k+OZRLVb+qCLSsdSx4nt8AETBkE8Q6bqgkLY7hChoaGVqiEPXjf05qGTj7zbcS8+GBZxKnBPd+s31oONmQQX5kc/wKTwA3vVh59+Gd+31+i4brlJPru7YYE2PRCKBRqOBtbU1NBoNZwETvK+traFarbpTji0wsnI2Sn5omy1ZRWmVsL1PlWkQBHvmhJ9x/lkQr1wu48qVK47n+Tk9lPYUcX1XFNDwrQ+fkRF1jwWYqusseFVvro6TBTIKGGybrW5SPlaQpwCJsoPf6U41/rbvvB65ceABiiZBMYnLKoYoFK+DSremxttVsPA5BBsU4GpFK5q1yp2kwp+uXfUQkEFsrFqJ1xMA8d54PO4ETCaTwcTEBGKxGObm5lz1ST6vr6/PKfaVlRW3PU7DXWpRcrx8SJrfAXsT7yyCjrKqfB4ZWo0U/jwzh4cjcs6CIHA5Kqy+qWG9drvtBAxd97oV224DV57xhTii+EhzBnz90+u56DXTndfxfo3tc56tANH2quDge6yFzncpf7L9JHobyaOqWFXxXo+r9kYjVVxckxaQkKKEOYUzz9axQCMqPKZeU50LzoN6rqxVS7BJuaFzoPN5LYOBz1YZSICSy+Vcbgl3erFmEu/b3NxEtVpFpVLB+vr6ngqkUcq5E1DR50e11xeSsDJH+0UQxmMDKBfsoY7b29uo1+uuPwpWNcSvn9sQj13j2jZfX9UQiZIvlnd4vX2GBbE+WXotGaayQz2B2j8+Q9+l7aEc1giBAhPq6v3SgQYoqkh5KrEqCYtofWhOFyaVNoBQCEELhSUSCXfaIy11nUQKCZ00nXhOmu8kVLt4rdXus16VafVww8HBQRQKBdRqtdCY0AXHsSuXy1hcXMQtt9zi+hslaC1D+gRJlHK2i9qOifbJWpccB57YyhwOuqR1/JlIWC6X3TtZAZEeJutF4zttkhf/totTv7eLvpOQ8oFVfYcCFjsGnDMddyuYdWzJD6qAlf/VtU+yNYQ0HKXrhjyr29QPGqns0LVoBTLJN4eUHXo6LICQlanzRlKZYpUeEA5ZWKuZAl5BI++x9yo/8V2+taxAK5vNolAouGqx6oW040GF3mq1QmEeHSufQtuv3AD8Oxx1PO2ast6DeDzuDBsaacBuPqC2jcDPJovzc8sD9EB26gvnzjdPanBcD1mgwjZZw8ZufNB22XFVftC+WQ+svjdqPlVuaK0q/lxr15fSgQYoquztia2+BcUFY4UMQwUkTpSib3ULqndDXeesCKlMR0VKRme7rXtW22jRul6r3hN9h/5we3EsFnOJulQ4QRBgfX3dJUc2m00sLi6iWq1iYGDAbadW1K0WX5SS1LGzn1ml7UsmtM+wW8XX19fdWSRbW1tuZw937GxubiKfzyOVSqFerztPiipq63mgUFKvET/vJDjUvUrrx2dl+8agE8jxuf0BuBCTz0PTSbhpeJHgU/mQ79OxViXA/61AYT/tmS4HiVTwWu8JsNeDYkF0LLZ73g49uTZ8px4Um3yt3g/1yNq5UaWv7dDfer0CGZuwqO1RJUYvYiqVQj6fRy6Xc0n+zIkhH7HfW1tbLsxTq9VcONmOlVWC/Hs/ZOWGhjt1ffqMAl7Tbu8UpWTtKt2ZQr7X3VEcN02A1u9s2+011wJf9nuf/Ndn+67jc3yyRAGRlUVWbkfJDg0pU9bxbx+o8fVXgbLt437nHzjgAMXGyn0Ma7eJ6nfxeNy5ZxX16SJTwaGKiUpPkTVzJMj0LC0OhHd1UFBZlE6yAoaC1FokqmDoPent7cXg4CBGR0dRKpWwsrKCarXqdqiQstksksmky0+ZmZlxu3n4braRi7CTMvR951tUal1GgRO9n+PHOi61Wi00n0yEbjab6OnpQSaTwcjICCqVCur1uut31ILSBRNlbaj73ddOjg+v2U/oQ3nJ9xlBCb1FGv+346UCicpHFUqUMNLvfUJDlakVTFFh04NCXNc++UGyPKDeTg0T6LoCsGc++D4dQwtsKWs4zwQ0VjYoD2ub1cuhGwXUuLHAnGuRnsj+/n7k83n09/e7g04pz5S/CVDa7TbK5bLbzaMHU1pjMEopRckUH1hUA8nOkw+kcM6azabz9KgMov6gAZpOp5HNZlGpVNyuHT5HAYG2K8pYs2CsE0ix11xrTLS/FqjYcFEUkLHPsYaxNUoUFFpg3Amk+GSPXS+d6EADFHoCOllAOoBUHlQEBBHcUmfjZXyugoNYLBZKgOWExmK7WfZ6oBfP39EdAfRSKPjQuJ3+T+LnCriA3UXb19eHTCaDfD6PQqGAnp4elMtlVCoVbG1tuZoXTIbL5/NuJ4/WEzl8+HDIRQyEi9Tp2Pr+jwIqPkvKXu8DJ3STcxfS9va2q94LwG0Z3N7eRj6fB7CzGyefz2NlZcUVUeKuBA0DqpWqc8L2KgCMAie8n1ayBQXWwlLSMbXWBp9BviSA7uRSVqCsv/kd+dh+bgVtlNDh9ddjAd2opKeO+xQ4EPZKALuATpW6Gje81oID5QG1SFWJ2+/VK6PASN3uvF7DPfpekn0H+6Z9SaVSyGazyGQyLizCEg0KSNlnhk3W1tawtLSEsbExZLPZ0C6XqPwMH11LhpCirHZ9nxK3SDPUzd2NsVjMnZ3Gserp6XEghZ5nvtPXJg0JatstoLPy2s4Fr1N+oPzxeWSjPBLkBWv8KXBRDzjvVf5WuUdSo91nfF3Lm6Jt7jR/PjrQAEUVv51YVQ5W+PJz9TqoVWHdp8DeLZ2WMejF4Km1XNQUMjpBvFa3FGo4R/MF1PpX7wOfRYrHd7bQDgwMIJVKodVqOc9Jb28v0um02y5Hzw4TRre3t90JzWNjYyElyD6wrYq4O7kMLTInRQEUu2gUVK6vr7vCUAAwNDSEwcFBNBoNLC0thUAfQz3j4+POpct221AO5866wdUToQlyUX1QAEPLjDxAvvKRPtMKIhXu5Gd1y6sV7htnBWH2Gp/CUGHqA0LW2jroIIWyw4ITqySihC/Xuh4aqV4RksoR8qBvzhguUhBkw5zKExqui9o1AewNedj/abCk02lkMhkkk0lXP4reE03cpWeHcqvRaGB1dRWrq6sYHBx0lWcV1Kjs5P/74R8LGq1yjZId/CwIdvKkWKSy3W67HUq6RoFdGc7dj8wzbLVaXrnhAx0qQ9RLbgG/9ZjoOPFZCiptbhTba8mGjSk7fPlmncZbdaf9zCdn7M6ea73jeuhAAxS654DdmDAVPACXxMpFyOs4SDw4SmNtrCSoC90Kef6mQtSiVzwFVxcosKsw6HVJJHaKjXER8fnWWlJmtmiclhZLZNOD0tvb6wrGMcShRbjS6bTbWgcA/f39qNVqmJmZwaFDh1AsFkMCwY6BLp4o7wDbrCEp+x2fxXEh8NPFrUXlqtVqaJxisZ3DGhnqYYgtl8thdHQUGxsbqNVqLm9F20jhb4WeelUUDGpb+b3+bfNHtH+xWMyNvVpK+kwNp3CsKTStq3x7ezuUK6RjqgKF1/re55tLts9nMV6vYLnRSQUt15HdfaDeDBLlDI0bTQLUObEAxwJD9XywDQwba4jHAgr1brKdPi+Q3mMVIWUJk3yTyaQ7KoIGAQvFqbwjn/OdbE+z2cTKygqGh4dDBeX4bmvYaNv0M/37evlN+8rnbmxsoF6vu23SarBSJ1BmcC7oXeZRAzq+PgXsa6e9Lsr48LVZ51fXrQ+kWLLA1EYV7PvtdyqLfMaTghT+r6kKvr7/Y+XGgQYoXMiaD8LkLS20RKGrWzV19w6ww8xaF0Ata76Hk05Fqu5XIuVEYqemCpNv+UzdDgzslkVmOxkHtVabD5SolZtKpZBOp10BM24VZv4Fr+VYcNcLj0wfHh7G4OAg6vU6Lly4gJGREdxxxx1ux5KOg/0N7C4EJR8o8VlN6h3Q5DX2k56bubk5LC4uot1uuyJzBF60eriLix6r3t5e52lZW1vD5uamOxhMBYQFnuQNSzYPwH5ngYYCGOtloqCk0LGKxVoo1mNG75eCRgU4PrLKUedEPYe27ZYsLx5UIn/peqT80BIAGubjeKu3VK1kIJx4zf9V4Fthr7t8VLHzb8oOJZU59tA+C2jYV/2MbSI4SSaTSKVSrlgjAYqudwXLBNv0uLTbbSwvL2NgYMCFV23IUgFaFPj1ge39kPVw8d0sKMf1T3nLsC/XOj1p7G8ymUQ+n8fa2hoqlYq71xqdtn0WbPiuo8zR8bGy0XpYdDysseFrw37WcSeyMqTTvLEvUXlSvv5fDx1ogNLf3x+qekhgEovFHHrmAuZWQO484N/831biBHYHlkpTwQ2wm/hKRUPBxd00uv2QhY70fdz1o6WHNUud71QG1vARY8dqBfFo7FKphGaz6Z5FJcqt1K1WC+l0GpOTk8jn81hYWMD09DSGh4dx4sSJUPEdjkuUhab/q5VCUivdPkOVrFqx9DLV63UsLy+jWq26HUrA7tkxeiYEx58HIrKmg120nBMLTpSswldL1/aNfVb+0V1fOn6cP01Eu5ZHygo0nzfP3qPCI0rYW17n2KtH0Xdtp88OCtE4UYDCsdLQJ8eR60GNIt0lpWTXiAIUn4IjWFIjht4YrdCpPKCASsNCth0+hUVwoj/My2BCabPZDPEd55pj09PT43bNNRoNrKysOHBCg6mTJ+5avHMtcOKTPfp3u90OJcdSNtADZI1AVfr0rvT397t8G50nti8KINh+RPU5KkxjgaR6UyyYiZIFKot1Hjt5tH0gpBNZWaXef50f37v2SwcaoFAha54HLWpgV/mpUAF2Boi5J5o4C+w9Z8PnkqSCoxBjBjirL5IxaOmydke73Q4tklar5RLR2F6+hxYA309vAf9nOXtWhaWQ2d7exuzsLKanp1EqlZDL5ZDJZJzgbTabqNVqaLVaKBQK7mybIAjQaDTw/PPPY3JyEr/0S7+EwcFBbGxs7BGQGm+0AErHi9+pgI5iXA3rJBI7VWJ5AmmtVnOCtFAoOFDH98ViO0Xb1LNFq4cuWx9AoaDyLdxOblkfqYCwzyQR3JJPCVbIcz6goe9U3rCf2zG37t4oAWRDTqqQ1HsX5RE6qERgD+zygZaqVyubionjSMNGx84muVvFZIErrXZ+z+eRuF6BvYdUarFBXqO5alZ5cq1qvoDWb1HvMGub0Ljhd/QqMeyjsmdzc9PVHcpkMshmsxgZGQmFrCyv2vVCssBcxy9q7en37H+r1XI7+eLxOLLZrPMeU06wbcwjUmODsiOZTIbAmt0hF5Vfpm2zZEGq8okau9aQs0Yq26veH30mx0J5Qj/ztc22x4aDfGve9z7VZToW1wuCDjRASaVSiMVibqtpq9UKWQMEJCzKQzTM/3kd45B0ayozcmLVkwAgZF3R1ZpMJp0QIeNubm6iXq+Hjk6PxWJu8aiA8cWcSXZha9l2Wlrb29su+5zhHTI7iUKNHoZEIuHqGbRaLczNzeGpp55COp3GPffcg3Q67U5AtopQdybR3Q34t6VqYqcqWQtwdNvmwsICXnvtNVQqFQwODjrrrNlsuj7SuslkMnsK9hGI5nI5F1NmG3ThEdT4Fo7PXap98AkbWriq7BXk6b29vb0ha1itEeUBfkevkY6lzomGHS2R1y2I9PWXAEoFsu3/tYTzjUzsFz2ZBLScExoEDNWqsqVi5xhYj4vOm/J2lKK1ypVyhfytVVzJ48xb8yUo2vmy79KaSaq8uLWY60vLuwdB4PqotaNsPRRu9U8mkxgYGHD9UuNG+ZCygXLTeiWsQeOTibq+giBwNZOWlpbQbDZdjp6eiM5DEHkv+6IbIOhFoSceQGisea9vrNkH9a5GzYfvPru21FigPGdoUYFs1HrWZ9t3ah8sQLHGp88TqN/pmKiMtWBpv3RdQaqvfvWruP/++10S4sc//nGcPXs2dM1nPvOZPYj2bW97W+ia9fV1PPjggxgeHkYmk8HHPvYxzMzMXE9TAOxms3PLW6VScaWKg2C3SiwztznQqtz5DLoEa7WaS161blz9oQVEa6rdbqNer6NcLqNcLrv4JY8p5wQyM7zZbGJ7exuZTMYdUsWaLIwJZ7NZ5wHR/Am2S12OtPooXBSgqSLlM/L5PIaGhtDb2+u2CtbrdQDAuXPn8KMf/Qgvv/yyAwB8J2PvBEZMptPcG4auNJGObdWFRoZVQcliTzzq/MKFC9jY2ECxWMTg4CByuRzy+XxoTOhxoRdLgSnHVheLutQ11Kc7MzRUp6EaJZ/A1OsIXm3NDRvGsu/hZzpO5DkqLVuJWBUbeVrfRRBLEENe6GRJka8s76uHcb90I8oOKqtms+kqjWphMipiKmPOjXo7OB5c1wQTChjUwrXeKvXY1Ot1tyWWQIGgQIEQlShDvJQbyr/0kKgMIxggf2kflF+Uj603maC/v78f8XgcjUYD1WrVyb7p6WmcPXsWV65ccTWLNCSmuTXskxow/Ex5FNjNAYoCdxqeK5VKLm9tY2PDhXqpB+g9Y5soc1Wucmwp06yBomOo61d/eJ29l+3WayxItZ4RH3hToKny1QJWu25t3R+NHuh1du1b78e1vDCW5/Vnv3RdHpQnn3wSn/vc53D//fdja2sLX/rSl/DAAw/g5ZdfdtvLAOBXf/VX8cgjj7j/6UolPfTQQ/ibv/kbPProoxgaGsIXvvAFfPSjH8WZM2f2bG/sRDxtlkK7Wq0C2Nm909/fj62trZD3hLkJnFRg1zLlhFrXOC0HWitcRBRifA+rFdJDoTFlom+rmClclJGAcJKXWsbArouYypn90AVjY9iNRgPxeNx5cYIgQDqdxuDgILa2tlyFVubq1Go1nD17FoVCAdlsFidOnAjNCwEAn7++vu4AIC0YHXsVIrpw1IJSy7NSqWB6ehpXrlxBq9VCsVh0/dV4Kq1Z9l/niICJniKbL6DWF++3c6QLi9aK5Q9gb+EhWjQ+d7UqKN5LPrF8Z6+1Hhryio1TqwfPAhKfQGT/fe+zvKn8eT2W0I0mO+jhIpiu1+tot9shPqPiUk8YwauON8dKrUaOm/VmaRiBFr0m9utccX3Z8DOBvHotlaxC03ap0lRZaPOl+D6GUvm83t5eZLNZpNNpV2Ok0Wi495TLZVy8eNHJ3CNHjjgwwzVLY5Dyulgsulwxyj0F6fsFJww1EZyweKP1eChI0/nT98RiMQdmbB0oHSMbitF5tvPtu19/cwzVy+CTITp3bIOVQVFt8gEY3/XKQzom9uda5AMjbxhA+cEPfhD6/5FHHsHo6CjOnDmDd7/73e7zZDKJ8fFx7zPW1tbwzW9+E9/61rfwwQ9+EADw7W9/G1NTU/jhD3+ID3/4w/tuD4UMFzYtoXq97uKjXEwM4Wxv7xTryWQybhIsItbwjk1gtbFdWlPWuuU48LlaEKjVaoVcoTYUQIuMz+XfqmC52Le3t13W+cDAQAhxU4nQM8LCdtzrn0wmsby8jOXlZcTjceRyOayvr7sKsy+88AKy2SxSqRQmJiaQyWRCsdfFxUU8++yzSCQSeNe73uW8QKlUCtVq1bWRDK4gUF2ytAZ7e3uxsrKCs2fP4vz589jY2MDAwAD6+vrcScyafEfFrvUsOC+0kOLxnfowHHcKAbvtWBcbhahakgo67GJWixBACHDwb9+ipAuZ7mX1KKniUctKrR5rYfF7jq16TjTEpN4kSz4lb0N2pOsBKDea7FArkd6PVqvlvA8axgB2XfVqsSofq3fQWsHqwVSArPkdBPqaDwOEgTL/p4HiU9zqmeAP+RMIhwr4LG420HdwjHRtsV0EjfQ40yBjv0ulEi5cuOA8FZOTkw6kADvFFRcXF3H16lW3RrPZrCuPoArd9tF6LLlGmetHcELjlTKbib26RpiUr5+R/3kfw6m6c8pHFtzxOTZ8or+V2AYbAolS5urJU7mga1/b5SMLrqkLyT/8jl419cTZduucRPXRZ+xci/5ROShra2sAgMHBwdDnTzzxBEZHR1EsFvGe97wHf/iHf4jR0VEAwJkzZ7C5uYkHHnjAXT85OYnTp0/jmWee8QoZggsSC3apQKAg1sP+NJ+B8UXGIhmKAHaT1NQFqcqTC4ShHHWJaqEmZS4FPb44NdtFJlMFztg/E1StW1h3Aq2vr6O/v98d8sUQD0EQ82uYl8HQSLvdxurqKhYXF9FoNBzD8z3r6+tYXFzE888/j56eHrz1rW/FoUOHXO2AlZUVnDlzBj/60Y8wPDyMm266CceOHXNWFMNk8XjcATWLyIFwzkO5XMarr76K8+fPo16vOwDH/lCoWIHC+VewyfniGAMIKSMFhRxXzqF6e1RgAeHsfRVWdkH6BKm9pqenxwlxVQK+kJKCC/WkqHDhHNOLR8Gshf/YZuUnfbeOBftlhZJah6+X3mzZYfuk4wfsJqWTt+g90JwM31pXeWS/51jyO1ViHE8db/Ih5Q2vUd60oFMBKYmgB9iVmQRn9DD29/e78JQNC9KTq4Ct2Wy6vDX2RQ21hYUFNx6bm5sYGxtzReAWFxddGIgh29HRUfT19blEfjX+dO1x7vR/nso+OzuLubk51Ov1EJBiPxTk6/iol4OySYGoPiPKY2I9C9YoI1mwqT8+vtS+KrglSLXnYamM8LXNksoPDfPp/xZg6b227SpHfP25XnrdACUIAjz88MN45zvfidOnT7vPP/KRj+A3f/M3cfToUVy8eBG///u/j/e///04c+YMkskk5ufn0dfXh4GBgdDzxsbGMD8/733XV7/6VXzlK1/Z87m682nxaN6DjWtykcXjcRfLVQuDzwB2s+j5Ob+z5bGpCGnRkIGp8GkdA3ur+ynTqeBj+9lWzfjXAlHtdtuBDwVj9OToSb/qOk6lUtje3sbCwgKWlpZcaIfCia7tRqOBS5cuOQFw8uRJ5HI51Ot1zMzM4LnnnkOpVEJ/f7+zWlqtFpaXl3H16lUX1x0dHXXubAVnFAqxWMx5bF566SVsbm668FI8HncAikm9TGZmf4j6KWisF0zBkApw9QZZi1jdqOoet8Rnck2Qd5Q/9RoFNeRdAkOf8NIiUbZdqkR5rdb/YW4DwwcaImDbrWVP8vVfr1Oleb10o8gOVSI2b8B6rThXak1bUEm+Vt7SnAQNmQAIfa+KRT/TUB2frfOgYJp8p/VU1JPDubQeP/IgwSw/t0BLQQhz/lgrRj2h7XYbrVYLs7Oz2NraQq1Ww8TEBNLptAMoly9fxurqKjY3N1EqlbC6uuo8uuVy2Y1XT0+PyyGzipDGV7lcxszMDK5everCOtxAoX3kOFrvgipWC/50DUd5UCwY0HWqCtoCf7vmeb/+WBCg19Gg1vapscx513ZYOaI8ovk/mkxsc920Db4xjQJEnTxIUfS6AcrnP/95/OxnP8PTTz8d+vy3fuu33N+nT5/Gfffdh6NHj+L73/8+PvGJT0Q+zyIvpS9+8Yt4+OGH3f+VSgVTU1N7rA0icCozm7fAzyjEubi4GCiQlfg90aoVFJpURRcln6MWgCZkqoCwLjQ+V3NMNK+Fz1Iww8VHwUEhSK8FFxtDCqlUysVr1Vqhx4bv4a6g6elplMtlvPLKK8hmswiCwCXkMgQzMzODM2fOoF6vY2FhAYuLiw543HrrrTh58qSLW6tyaDabmJubw7lz5/DSSy9hbW0NQ0NDyGQy7vwgAhMCUPWWcNGx/9aa5LyqK1Tv4W91a+rcR/2owPIpdx17y+e27Ta3SQGT7/manMdwhPIFvUwM/yWTSbfLTY8ssBaf9l+BiAoUK1BfD90IskPnhmPGNaf5HQo2Oa5Megd2FYGOu37H59LgUf7kvCvQVJ6wa5Fttd5Hki+PhAaVlR3We6ThaZ/CtDt3Go2GKwOv7+P1BCZbW1uo1+uYn5935Q40/2RzcxOLi4tunEqlEqrVKmKxmLt/dHQUuVwuBAKZ3Ly0tIQrV65gbm4OtVrNJcszFKyKUwE/x0tzz9TjERWG4bNIXB92XSgAsGBFAYFV+tYjpu/l+/RZKl9saEaNIl3r6u3T96nHn2NFvcD0CJ1vHSufZ0kBie3Dful1AZQHH3wQ3/ve9/DUU0/h8OHDHa+dmJjA0aNHce7cOQDA+Pi4KySmltDi4iLe8Y53eJ9BIWupUqm46ocat+TZElqISTOeuSC3t7f3WPMcaE4SwQmfRSVOYaRWk7VYrHWlDKvxZy2Vr4IK2IuodVExfkxgtLKygqWlJQcC1K1PzwIXb6PRcJ4I9eawDb7E4Eqlgt7eXhQKBeTzeXfOxfb2Ni5evIhareY8PjzLgiBoc3MTR44cweDgoDsxeXV1FZcuXcLzzz+Ps2fPol6vo1gsurGmd0oFPz1QmiTK7zXmrhaBjiPnRBMM1aWpc88fHT/1cOh11qNjPTdsAynKDcrn2dg/n63vjsVie+rB6HUWGPf09Li6OxxHdWVraEBzGNQDpLz+euhGkR1MGGf/rCeWHlH9nPOv+UKqSBS4AnB8pkm1FqDwPp1/kvWw8DO+R72B9IDaefHJDraBa2Bra8udV8MQOUm9JzTCmCtjvQm2D0EQuOMmuEYpf/L5vNvJSHDBIpKUPZVKxe2umpycRLFYBAAni+bn5zE9PY3Z2VlUKpWQnPaBDQu2Ofb8juPK/+26td429lENTauMVTZYj4OGXDl31Enq3dS2dzIQVGZZkKnzYkPTCnI0CqA7kyhr2Ec1qJXn+G7rsbVAcb90XQAlCAI8+OCD+O53v4snnngCx48fv+Y9KysruHLlCiYmJgAA9957L3p7e/HYY4/hk5/8JABgbm4OL774Ir72ta/tux0AHCqn27/VamF9fT0kSBQtK3JlvFUFj04u7+Xk8BmMaetBWsBurJuKmSEl5hfQZUY3KHNSqtUqGo2GS5pV7wLBFBNEVRGr52drawvlchnVahVLS0vu5E4qI7r5FXxpLQAgnLFPK5F5JKxpMDQ05Erj9/b2Ynl52e2eYknpYrHo2ra1teU+n5mZwcmTJ3Hy5ElkMhnUajXMzs7i0qVLmJ6eRrVadRWBmWDLfCGdDytk1BrQsJ3m/HDcO7lS6RZW4dEJ6WvYTsEEgQOVgC5oWsJqoXAeLF+qoPNZYHwX22AVmAVABCO6a0xBO3mDz9Gkco6hPkuF2n4Ezo0mOz71qU+FlJfPdR31/37f47svyjLXdkS5xjs9K6qNvnujwDHgL3Puu055NMrjYN/pe8a12m89EPb91hi07/CR9snXFvsODYt2amvUs/bLB/u9RwETf1+P0r/We3zvtH9fLylf+9Zcpxv3Tb/7u78bFAqF4Iknngjm5ubcT6PRCIIgCKrVavCFL3wheOaZZ4KLFy8Gjz/+ePD2t789OHToUFCpVNxzPvvZzwaHDx8OfvjDHwbPPvts8P73vz+46667gq2trX2148qVKwGA7k/3p/tzA/xcuXLlwMiO11577U0fr+5P96f7sz+5EQuC/cOiKLT1yCOP4DOf+QyazSY+/vGP47nnnkO5XMbExATe97734T/+x/+Iqakpd32r1cK//bf/Ft/5znfQbDbxgQ98AH/2Z38WuqYTtdttnD17FqdOncKVK1eQz+f324Uu7ZMYq++O7xtHB32MgyBAtVrF5ORkyB3toxtFdpTLZQwMDGB6etqd69Slny8ddL6+0emgj+91yY3rASg3ElUqFRQKBaytrR3ISbrRqTu+bzx1x/ifnrpj/sZTd4zfWPpFGt+De156l7rUpS51qUtd+mdLXYDSpS51qUtd6lKXbjg6sAAlmUziD/7gD7xbCLv0j6fu+L7x1B3jf3rqjvkbT90xfmPpF2l8D2wOSpe61KUudalLXfrnSwfWg9KlLnWpS13qUpf++VIXoHSpS13qUpe61KUbjroApUtd6lKXutSlLt1w1AUoXepSl7rUpS516YajLkDpUpe61KUudalLNxwdSIDyZ3/2Zzh+/DhSqRTuvfde/OhHP3qzm3Qg6KmnnsKv/dqvYXJyErFYDH/9138d+j4IAnz5y1/G5OQk+vv78d73vhcvvfRS6Jr19XU8+OCDGB4eRiaTwcc+9jHMzMz8E/bixqWvfvWruP/++5HL5TA6OoqPf/zjOHv2bOia7hi/udSVHa+PurLjjaWu7PDTgQMof/mXf4mHHnoIX/rSl/Dcc8/hXe96Fz7ykY9genr6zW7aDU/1eh133XUXvvGNb3i//9rXvoavf/3r+MY3voGf/OQnGB8fx4c+9CFUq1V3zUMPPYTvfve7ePTRR/H000+jVqvhox/96J6j138R6cknn8TnPvc5/PjHP8Zjjz2Gra0tPPDAA6jX6+6a7hi/edSVHa+furLjjaWu7IigfR0BegPRL//yLwef/exnQ5/ddtttwb//9//+TWrRwSQAwXe/+133f7vdDsbHx4M//uM/dp+1Wq2gUCgE/+2//bcgCIKgXC4Hvb29waOPPuqumZ2dDeLxePCDH/zgn6ztB4UWFxcDAMGTTz4ZBEF3jN9s6sqOnw91ZccbT13ZsUMHyoOysbGBM2fO4IEHHgh9/sADD+CZZ555k1r1z4MuXryI+fn50Ngmk0m85z3vcWN75swZbG5uhq6ZnJzE6dOnu+PvobW1NQDA4OAggO4Yv5nUlR1vHHX5+udPXdmxQwcKoCwvL2N7extjY2Ohz8fGxjA/P/8mteqfB3H8Oo3t/Pw8+vr6MDAwEHlNl3YoCAI8/PDDeOc734nTp08D6I7xm0ld2fHGUZevf77UlR271PNmN+D1UCwWC/0fBMGez7r0+uj1jG13/PfS5z//efzsZz/D008/vee77hi/edSVHW8cdfn650Nd2bFLB8qDMjw8jEQisQcNLi4u7kGWXbo+Gh8fB4COYzs+Po6NjQ2USqXIa7oEPPjgg/je976Hxx9/HIcPH3afd8f4zaOu7HjjqMvXPz/qyo4wHSiA0tfXh3vvvRePPfZY6PPHHnsM73jHO96kVv3zoOPHj2N8fDw0thsbG3jyySfd2N57773o7e0NXTM3N4cXX3yxO/7YsVQ+//nP46/+6q/wf//v/8Xx48dD33fH+M2jrux446jL1/946sqOCHozMnP/MfToo48Gvb29wTe/+c3g5ZdfDh566KEgk8kEly5derObdsNTtVoNnnvuueC5554LAARf//rXg+eeey64fPlyEARB8Md//MdBoVAI/uqv/ip44YUXgk996lPBxMREUKlU3DM++9nPBocPHw5++MMfBs8++2zw/ve/P7jrrruCra2tN6tbNwz97u/+blAoFIInnngimJubcz+NRsNd0x3jN4+6suP1U1d2vLHUlR1+OnAAJQiC4L/+1/8aHD16NOjr6wvuuecetxWrS53p8ccfDwDs+fn0pz8dBMHOVrY/+IM/CMbHx4NkMhm8+93vDl544YXQM5rNZvD5z38+GBwcDPr7+4OPfvSjwfT09JvQmxuPfGMLIHjkkUfcNd0xfnOpKzteH3VlxxtLXdnhp1gQBME/nb+mS13qUpe61KUudenadKByULrUpS51qUtd6tIvBnUBSpe61KUudalLXbrhqAtQutSlLnWpS13q0g1HXYDSpS51qUtd6lKXbjjqApQudalLXepSl7p0w1EXoHSpS13qUpe61KUbjroApUtd6lKXutSlLt1w1AUoXepSl7rUpS516YajLkDpUpe61KUudalLNxx1AUqXutSlLnWpS1264agLULrUpS51qUtd6tINR/8fb28yyTTc38wAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 读取图像（以灰度图模式读取）\n",
    "image = cv2.imread('flower.jpg', 0)\n",
    "\n",
    "# 进行均值滤波，这里使用3x3的滤波器，你可以根据需要调整滤波器尺寸\n",
    "filtered_image = mean_filter(image, (3, 3))\n",
    "\n",
    "# 使用matplotlib在Jupyter Notebook中显示原始图像和滤波后的图像\n",
    "plt.subplot(1, 2, 1)\n",
    "plt.imshow(image, cmap='gray')\n",
    "plt.title('Original Image')\n",
    "\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.imshow(filtered_image, cmap='gray')\n",
    "plt.title('Filtered Image')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2bac2e41-295d-4fb3-8bae-4b91ba241744",
   "metadata": {},
   "source": [
    "`opencv-python`库本身也提供了现成的均值滤波函数（`cv2.blur`等），使用起来更加高效简洁，使用示例如下："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "f7725057-c576-4e40-9e32-54760864b3cb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 读取图像（以灰度图模式读取）\n",
    "image = cv2.imread('flower.jpg', 0)\n",
    "\n",
    "# 使用cv2.blur进行均值滤波，这里使用3x3的滤波器，你可以根据需要调整尺寸\n",
    "filtered_image = cv2.blur(image, (3, 3))\n",
    "\n",
    "# 使用matplotlib在Jupyter Notebook中显示原始图像和滤波后的图像\n",
    "plt.subplot(1, 2, 1)\n",
    "plt.imshow(image, cmap='gray')\n",
    "plt.title('Original Image')\n",
    "\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.imshow(filtered_image, cmap='gray')\n",
    "plt.title('Filtered Image')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7817ab83-9fc4-46ba-bf8e-692fbed37bf6",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
